# MT1

Source: [MT1](<https://www.sota2.com/research/dataset/mt1>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 2. This is an index page, not the full collection.

- [Next index page](<https://www.sota2.com/research/dataset/mt1.md?page=2>): Follow this link to discover more pages.

- [Person Re-identification on MSMT17](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17.md>): Person Re-identification; MSMT17.

- [Person Re-identification on MSMT17 (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-test.md>): Person Re-identification; MSMT17 (test).

- [Person Re-Identification on MSMT17 source: DukeMTMC-reID (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-source-dukemtmc-reid-test.md>): Person Re-Identification; MSMT17 source: DukeMTMC-reID (test).

- [Uncertainty Quantification on Aggregated Experimental Datasets (XSum, SamSum, CNN, WMT19, MedQUAD, TruthfulQA, CoQA, SciQ, TriviaQA, MMLU, GSM8k) (test)](<https://www.sota2.com/research/sota/uncertainty-quantification-on-aggregated-experimental-datasets-xsum-samsum-cnn-wmt19-medquad-truthfulqa-coqa-sciq-triviaqa-mmlu-gsm8k-test.md>): Uncertainty Quantification; Aggregated Experimental Datasets (XSum, SamSum, CNN, WMT19, MedQUAD, TruthfulQA, CoQA, SciQ, TriviaQA, MMLU, GSM8k) (test).

- [Person Re-identification on MSMT17 v1 (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-v1-test.md>): Person Re-identification; MSMT17 v1 (test).

- [Selective Generation on WMT19](<https://www.sota2.com/research/sota/selective-generation-on-wmt19.md>): Selective Generation; WMT19.

- [Machine Translation on WMT14 En-De newstest2014 (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt14-en-de-newstest2014-test.md>): Machine Translation; WMT14 En-De newstest2014 (test).

- [Machine Translation on WMT16 English-German (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt16-english-german-test.md>): Machine Translation; WMT16 English-German (test).

- [Machine Translation on WMT16 EN-RO (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt16-en-ro-test.md>): Machine Translation; WMT16 EN-RO (test).

- [Person Re-identification on Average (CUHK03-NP, Market-1501, MSMT17)](<https://www.sota2.com/research/sota/person-re-identification-on-average-cuhk03-np-market-1501-msmt17.md>): Person Re-identification; Average (CUHK03-NP, Market-1501, MSMT17).

- [Person Re-identification on Market-1501 to MSMT17](<https://www.sota2.com/research/sota/person-re-identification-on-market-1501-to-msmt17.md>): Person Re-identification; Market-1501 to MSMT17.

- [Person Re-identification on Market-1501 to MSMT17 (test)](<https://www.sota2.com/research/sota/person-re-identification-on-market-1501-to-msmt17-test.md>): Person Re-identification; Market-1501 -\> MSMT17 (M→MS) (test).

- [Person Re-identification on MSMT17 to Market-1501](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-to-market-1501.md>): Person Re-identification; MSMT17 to Market-1501.

- [Machine Translation on WMT14 English-French (newstest2014)](<https://www.sota2.com/research/sota/machine-translation-on-wmt14-english-french-newstest2014.md>): Machine Translation; WMT14 English-French (newstest2014).

- [Machine Translation on WMT16 German-English (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt16-german-english-test.md>): Machine Translation; WMT16 German-English (test).

- [Person Re-identification on MSMT17 MS](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-ms.md>): Person Re-identification; MSMT17 MS.

- [Person Re-Identification on MSMT17 -\> CUHK03-NP (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-cuhk03-np-test.md>): Person Re-Identification; MSMT17 -\> CUHK03-NP (test).

- [Person Re-Identification on MSMT17 Market1501 (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-market1501-test.md>): Person Re-Identification; MSMT17 Market1501 (test).

- [Machine Translation on WMT19](<https://www.sota2.com/research/sota/machine-translation-on-wmt19.md>): Machine Translation; WMT19.

- [Machine Translation on WMT14 DE-EN (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt14-de-en-test.md>): Machine Translation; WMT14 DE-EN (test).

- [Machine Translation on WMT16 Ro-En (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt16-ro-en-test.md>): Machine Translation; WMT16 Ro-En (test).

- [Machine Translation on WMT14 DE-EN](<https://www.sota2.com/research/sota/machine-translation-on-wmt14-de-en.md>): Machine Translation; WMT14 DE-EN.

- [Selective Generation on Aggregate Benchmark Suite (XSum, SamSum, CNN, WMT19, MedQUAD, TruthfulQA, CoQA, SciQ, TriviaQA, MMLU, GSM8k)](<https://www.sota2.com/research/sota/selective-generation-on-aggregate-benchmark-suite-xsum-samsum-cnn-wmt19-medquad-truthfulqa-coqa-sciq-triviaqa-mmlu-gsm8k.md>): Selective Generation; XSum, SamSum, CNN, WMT19, MedQUAD, TruthfulQA, CoQA, SciQ, TriviaQA, MMLU, GSM8k Aggregate.

- [Machine Translation on WMT19 Zh-En (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt19-zh-en-test.md>): Machine Translation; WMT19 Zh-En (test).

- [Person Re-identification on Average (Market1501, CUHK03, MSMT17) Protocol-1 (test)](<https://www.sota2.com/research/sota/person-re-identification-on-average-market1501-cuhk03-msmt17-protocol-1-test.md>): Person Re-identification; Average (Market1501, CUHK03, MSMT17) Protocol-1 (test).

- [Person Re-identification on MSMT17 C2+C3+M-\>MS Protocol-1 (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-c2-plus-c3-plus-m-ms-protocol-1-test.md>): Person Re-identification; MSMT17 C2+C3+M→MS Protocol-1 (test).

- [Unsupervised Person Re-identification on MSMT17](<https://www.sota2.com/research/sota/unsupervised-person-re-identification-on-msmt17.md>): Unsupervised Person Re-identification; MSMT17.

- [Cross-domain Person Re-identification on MSMT17 (test) \[Source: DukeMTMC\]](<https://www.sota2.com/research/sota/cross-domain-person-re-identification-on-msmt17-test-source-dukemtmc.md>): Cross-domain Person Re-identification; DukeMTMC -\> MSMT17 (test).

- [Lifelong Person Re-identification on MSMT17](<https://www.sota2.com/research/sota/lifelong-person-re-identification-on-msmt17.md>): Lifelong Person Re-identification; MSMT17.

- [Person Re-identification on MSMT17 Order-2 (train)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-order-2-train.md>): Person Re-identification; MSMT17 Order-2 (train).

- [Machine Translation on WMT19 English-German (En-De) (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt19-english-german-en-de-test.md>): Machine Translation; WMT19 English-German (En-De) (test).

- [OOD Detection on WMT15 En-Fr nt2014 OOD ID (test)](<https://www.sota2.com/research/sota/ood-detection-on-wmt15-en-fr-nt2014-ood-id-test.md>): OOD Detection; WMT15 En-Fr nt2014 OOD ID (test).

- [OOD Detection on ndt2015 OOD WMT15 En-Fr ID (test)](<https://www.sota2.com/research/sota/ood-detection-on-ndt2015-ood-wmt15-en-fr-id-test.md>): OOD Detection; ndt2015 OOD WMT15 En-Fr ID (test).

- [OOD Detection on ndd2015 (OOD) WMT15 En-Fr (ID) (test)](<https://www.sota2.com/research/sota/ood-detection-on-ndd2015-ood-wmt15-en-fr-id-test.md>): OOD Detection; ndd2015 (OOD) WMT15 En-Fr (ID) (test).

- [OOD Detection on WMT15 Subtitles OOD En-Fr ID (test)](<https://www.sota2.com/research/sota/ood-detection-on-wmt15-subtitles-ood-en-fr-id-test.md>): OOD Detection; WMT15 Subtitles OOD En-Fr ID (test).

- [OOD Detection on Medical (OOD) WMT15 En-Fr (ID) (test)](<https://www.sota2.com/research/sota/ood-detection-on-medical-ood-wmt15-en-fr-id-test.md>): OOD Detection; Medical (OOD) WMT15 En-Fr (ID) (test).

- [OOD Detection on Koran OOD WMT15 En-Fr ID (test)](<https://www.sota2.com/research/sota/ood-detection-on-koran-ood-wmt15-en-fr-id-test.md>): OOD Detection; Koran OOD WMT15 En-Fr ID (test).

- [OOD Detection on WMT15 En-Fr (ID) IT (OOD) (test)](<https://www.sota2.com/research/sota/ood-detection-on-wmt15-en-fr-id-it-ood-test.md>): OOD Detection; WMT15 En-Fr (ID) IT (OOD) (test).

- [Person Re-identification on MSMT17 V2](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-v2.md>): Person Re-identification; MSMT17 V2.

- [Multi-modal Machine Translation on Multi30k WMT17 (test)](<https://www.sota2.com/research/sota/multi-modal-machine-translation-on-multi30k-wmt17-test.md>): Multi-modal Machine Translation; Multi30k WMT17 (test).

- [Person Re-identification on MSMT17 31](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-31.md>): Person Re-identification; MSMT17 31.

- [Person Re-Identification on MSMT17 to CUHK03 (Cross-Dataset)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-to-cuhk03-cross-dataset.md>): Person Re-Identification; MSMT17 to CUHK03.

- [Multi-task Reinforcement Learning on Meta-World MT10 V2](<https://www.sota2.com/research/sota/multi-task-reinforcement-learning-on-meta-world-mt10-v2.md>): Multi-task Reinforcement Learning; Meta-World MT10 V2.

- [Person Re-identification on MSMT17 MS (target)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-ms-target.md>): Person Re-identification; MSMT17 MS (target).

- [Neural Machine Translation on WMT16](<https://www.sota2.com/research/sota/neural-machine-translation-on-wmt16.md>): Neural Machine Translation; WMT16.

- [Person Re-identification on MSMT17 AKA-order1](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-aka-order1.md>): Person Re-identification; MSMT17 AKA-order1.

- [Open-set Person Re-identification on MSMT17 MS (test)](<https://www.sota2.com/research/sota/open-set-person-re-identification-on-msmt17-ms-test.md>): Open-set Person Re-identification; MSMT17 MS (test).

- [Person Re-identification Cross-Domain Transfer (CUHK03, MSMT17, Market1501, CUHK-SYSU) Unseen Target](<https://www.sota2.com/research/sota/person-re-identification-cross-domain-transfer-cuhk03-msmt17-market1501-cuhk-sysu-unseen-target.md>): Person Re-identification; CUHK03, MSMT17, Market1501, and CUHK-SYSU Cross-domain transfer unseen target.

- [Machine Translation Evaluation on WMT17 (test)](<https://www.sota2.com/research/sota/machine-translation-evaluation-on-wmt17-test.md>): Machine Translation Evaluation; WMT17 (test).

- [Multi-task Reinforcement Learning on Meta-World MT10 v1 (Fixed)](<https://www.sota2.com/research/sota/multi-task-reinforcement-learning-on-meta-world-mt10-v1-fixed.md>): Multi-task Reinforcement Learning; Meta-World MT10 v1 (Fixed).

- [Person Re-Identification on CUHK03 to MSMT17](<https://www.sota2.com/research/sota/person-re-identification-on-cuhk03-to-msmt17.md>): Person Re-Identification; CUHK03 to MSMT17.

- [Person Re-identification on MSMT17 MA+C3+CS→MS v2 (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-ma-plus-c3-plus-cs-ms-v2-test.md>): Person Re-identification; MSMT17 MA+C3+CS→MS v2 (test).

- [Person Re-Identification on MSMT17 Protocol-1](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-protocol-1.md>): Person Re-Identification; MSMT17 Protocol-1.

- [Machine Translation on WMT17 Zh-En (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt17-zh-en-test.md>): Machine Translation; WMT17 Zh-En (test).

- [Multi-task reinforcement learning on Metaworld MT10 v2 (train/eval)](<https://www.sota2.com/research/sota/multi-task-reinforcement-learning-on-metaworld-mt10-v2-train-eval.md>): Multi-task reinforcement learning; Metaworld MT10 v2 (train/eval).

- [Machine Translation on IT En-De out-of-domain WMT14 (test)](<https://www.sota2.com/research/sota/machine-translation-on-it-en-de-out-of-domain-wmt14-test.md>): Machine Translation; IT En-De out-of-domain WMT14 (test).

- [Person Re-identification on MSMT17 original (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-original-test.md>): Person Re-identification; MSMT17 original (test).

- [Neural Machine Translation on WMT14 English-to-German big (test)](<https://www.sota2.com/research/sota/neural-machine-translation-on-wmt14-english-to-german-big-test.md>): Neural Machine Translation; WMT14 English-to-German big (test).

- [Multi-Task Reinforcement Learning on Meta-World MT10 v1 (train test)](<https://www.sota2.com/research/sota/multi-task-reinforcement-learning-on-meta-world-mt10-v1-train-test.md>): Multi-Task Reinforcement Learning; Meta-World MT10 v1 (train test).

- [Unsupervised Domain Adaptation Person Re-identification on MA2MS MSMT17 to Market-1501 (test)](<https://www.sota2.com/research/sota/unsupervised-domain-adaptation-person-re-identification-on-ma2ms-msmt17-to-market-1501-test.md>): Unsupervised Domain Adaptation Person Re-identification; MA2MS MSMT17 to Market-1501 (test).

- [Unsupervised Domain Adaptation Person Re-identification on MS2MA Market-1501 to MSMT17 (test)](<https://www.sota2.com/research/sota/unsupervised-domain-adaptation-person-re-identification-on-ms2ma-market-1501-to-msmt17-test.md>): Unsupervised Domain Adaptation Person Re-identification; MS2MA Market-1501 to MSMT17 (test).

- [Machine Translation on WMT17 Chinese-English (META-1)](<https://www.sota2.com/research/sota/machine-translation-on-wmt17-chinese-english-meta-1.md>): Machine Translation; WMT17 Chinese-English (META-1).

- [Machine Translation on WMT14 T=0 (test)](<https://www.sota2.com/research/sota/machine-translation-on-wmt14-t-0-test.md>): Machine Translation; WMT14 T=0 (test).

- [Person Re-Identification on MSMT17 DukeMTMC-reID](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-dukemtmc-reid.md>): Person Re-Identification; MSMT17 DukeMTMC-reID.

- [Person Re-Identification on MSMT17 Market-1501](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-market-1501.md>): Person Re-Identification; MSMT17 Market-1501.

- [OOD Detection on Law (OOD) vs WMT15 En-Fr (ID)](<https://www.sota2.com/research/sota/ood-detection-on-law-ood-vs-wmt15-en-fr-id.md>): OOD Detection; Law (OOD) vs WMT15 En-Fr (ID).

- [Machine Translation on WMT14](<https://www.sota2.com/research/sota/machine-translation-on-wmt14.md>): Machine Translation; WMT14.

- [Vibrotactile Captioning on LMT108-CAP (test)](<https://www.sota2.com/research/sota/vibrotactile-captioning-on-lmt108-cap-test.md>): Vibrotactile Captioning; LMT108-CAP (test).

- [Clustering on MSMT17 (test)](<https://www.sota2.com/research/sota/clustering-on-msmt17-test.md>): Clustering; MSMT17 (test).

- [Entity Translation on WMT150 En-Zh (test)](<https://www.sota2.com/research/sota/entity-translation-on-wmt150-en-zh-test.md>): Entity Translation; WMT150 En-Zh (test).

- [Machine Translation on WMT17 En-Tr (newstest2017)](<https://www.sota2.com/research/sota/machine-translation-on-wmt17-en-tr-newstest2017.md>): Machine Translation; WMT17 En-Tr (newstest2017).

- [Person Re-identification on MSMT17 (source)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-source.md>): Person Re-identification; MSMT17 (source).

- [Discrimination between Good Faith and Problematic agents on WMT14 1.1:1](<https://www.sota2.com/research/sota/discrimination-between-good-faith-and-problematic-agents-on-wmt14-1-1-1.md>): Discrimination between Good Faith and Problematic agents (Translation); WMT14 1.1:1.

- [Few-Shot Class-Incremental Learning on LMT108 (Session Accuracies)](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-lmt108-session-accuracies.md>): Few-Shot Class-Incremental Learning; LMT108.

- [Machine Translation on WMT16](<https://www.sota2.com/research/sota/machine-translation-on-wmt16.md>): Machine Translation; WMT16.

- [Offline Reinforcement Learning on Meta-World MT10 (zero-shot, simulated evaluation)](<https://www.sota2.com/research/sota/offline-reinforcement-learning-on-meta-world-mt10-zero-shot-simulated-evaluation.md>): Offline Reinforcement Learning; Meta-World MT10 zero-shot (simulated evaluation).

- [Person Re-identification on MSMT17 large-scale (test)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-large-scale-test.md>): Person Re-identification; MSMT17 large-scale (test).

- [Multi-task Reinforcement Learning on Meta-World MT10 Conditioned v1](<https://www.sota2.com/research/sota/multi-task-reinforcement-learning-on-meta-world-mt10-conditioned-v1.md>): Multi-task Reinforcement Learning; Meta-World MT10 Conditioned v1.

- [GP Regression on Simulation Scenario DTMT15](<https://www.sota2.com/research/sota/gp-regression-on-simulation-scenario-dtmt15.md>): GP Regression; Simulation Scenario DTMT15.

- [GP Regression on Simulation Scenario MT15](<https://www.sota2.com/research/sota/gp-regression-on-simulation-scenario-mt15.md>): GP Regression; Simulation Scenario MT15.