# NERD

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

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

- [Named Entity Recognition on Few-NERD INTER 1.0 (test)](<https://www.sota2.com/research/sota/named-entity-recognition-on-few-nerd-inter-1-0-test.md>): Named Entity Recognition; Few-NERD INTER 1.0 (test).

- [Entity Typing on FewNERD (test)](<https://www.sota2.com/research/sota/entity-typing-on-fewnerd-test.md>): Entity Typing; FewNERD (test).

- [Named Entity Recognition on multiNERD](<https://www.sota2.com/research/sota/named-entity-recognition-on-multinerd.md>): Named Entity Recognition; multiNERD.

- [Named Entity Recognition on FewNERD INTRA](<https://www.sota2.com/research/sota/named-entity-recognition-on-fewnerd-intra.md>): Named Entity Recognition; FewNERD INTRA.

- [Few-shot Named Entity Recognition on FewNERD Intra 1.0](<https://www.sota2.com/research/sota/few-shot-named-entity-recognition-on-fewnerd-intra-1-0.md>): Few-shot Named Entity Recognition; FewNERD Intra 1.0.

- [Few-shot Named Entity Recognition on Few-NERD Intra (test)](<https://www.sota2.com/research/sota/few-shot-named-entity-recognition-on-few-nerd-intra-test.md>): Few-shot Named Entity Recognition; Few-NERD Intra (test).

- [Few-shot Named Entity Recognition on Few-NERD Inter](<https://www.sota2.com/research/sota/few-shot-named-entity-recognition-on-few-nerd-inter.md>): Few-shot Named Entity Recognition; Few-NERD Inter.

- [Sequential Recommendation on Ebnerd](<https://www.sota2.com/research/sota/sequential-recommendation-on-ebnerd.md>): Sequential Recommendation; Ebnerd.

- [Few-shot Named Entity Recognition on FewNERD Inter 1.0](<https://www.sota2.com/research/sota/few-shot-named-entity-recognition-on-fewnerd-inter-1-0.md>): Few-shot Named Entity Recognition; FewNERD Inter 1.0.

- [Novel View Synthesis on NeRDS 360 GrantAndCalifornia](<https://www.sota2.com/research/sota/novel-view-synthesis-on-nerds-360-grantandcalifornia.md>): Novel View Synthesis; NeRDS 360 GrantAndCalifornia.

- [Novel View Synthesis on NeRDS 360 6thAndMission\_medium](<https://www.sota2.com/research/sota/novel-view-synthesis-on-nerds-360-6thandmission_medium.md>): Novel View Synthesis; NeRDS 360 6thAndMission\_medium.

- [Named Entity Recognition on FEW-NERD INTER](<https://www.sota2.com/research/sota/named-entity-recognition-on-few-nerd-inter.md>): Named Entity Recognition; FEW-NERD INTER.

- [Named Entity Recognition on Few-NERD Arxiv V6 (test)](<https://www.sota2.com/research/sota/named-entity-recognition-on-few-nerd-arxiv-v6-test.md>): Named Entity Recognition; Few-NERD Arxiv V6 (test).

- [CTR prediction on EBNeRD small](<https://www.sota2.com/research/sota/ctr-prediction-on-ebnerd-small.md>): CTR prediction; EBNeRD small.

- [Novel View Synthesis on NeRDS 360 VanNessAveAndTurkSt](<https://www.sota2.com/research/sota/novel-view-synthesis-on-nerds-360-vannessaveandturkst.md>): Novel View Synthesis; NeRDS 360 VanNessAveAndTurkSt.

- [Sequential Recommendation on EB-NERD](<https://www.sota2.com/research/sota/sequential-recommendation-on-eb-nerd.md>): Sequential Recommendation; EB-NERD.

- [Long-sequence CTR prediction on Ebnerd Small (test)](<https://www.sota2.com/research/sota/long-sequence-ctr-prediction-on-ebnerd-small-test.md>): Long-sequence CTR prediction; Ebnerd Small (test).

- [Named Entity Recognition on FewNERD (Specific Few-Shot Metrics)](<https://www.sota2.com/research/sota/named-entity-recognition-on-fewnerd-specific-few-shot-metrics.md>): Named Entity Recognition; FewNERD.

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

- [Conformal Risk Control on Aggregate (CoNLL, FNERD, WNUT, TQA, NQ, STEM, Humanities, JSON) (test)](<https://www.sota2.com/research/sota/conformal-risk-control-on-aggregate-conll-fnerd-wnut-tqa-nq-stem-humanities-json-test.md>): Conformal Risk Control; Aggregate (CoNLL, FNERD, WNUT, TQA, NQ, STEM, Humanities, JSON) (test).

- [Flat Named Entity Recognition on Few-NERD (test)](<https://www.sota2.com/research/sota/flat-named-entity-recognition-on-few-nerd-test.md>): Flat Named Entity Recognition; Few-NERD (test).

- [Novel View Synthesis on NeRDS 360 Mean](<https://www.sota2.com/research/sota/novel-view-synthesis-on-nerds-360-mean.md>): Novel View Synthesis; NeRDS 360 Mean.

- [Entity Typing on NERD](<https://www.sota2.com/research/sota/entity-typing-on-nerd.md>): Entity Typing; NERD.

- [Named Entity Recognition on FewNERD](<https://www.sota2.com/research/sota/named-entity-recognition-on-fewnerd.md>): Named Entity Recognition; FewNERD.

- [Mention Detection on MultiNERD gpt-4.1 mini](<https://www.sota2.com/research/sota/mention-detection-on-multinerd-gpt-4-1-mini.md>): Mention Detection; MultiNERD gpt-4.1 mini.

- [Fine-grained Named Entity Recognition on FewNERD](<https://www.sota2.com/research/sota/fine-grained-named-entity-recognition-on-fewnerd.md>): Fine-grained Named Entity Recognition; FewNERD.