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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Open-book Question Answering | OpenBookQA 1.0 (test) | 33 | Feb 26, 2026 | ||
| Yes/No Reading Comprehension | BoolQ 1.0 (test) | 33 | Feb 26, 2026 | ||
| Multiple-choice Question Answering | Bangla MMLU 1.0 (test) | 33 | Feb 26, 2026 | ||
| Knowledge Graph Retrieval | Prime (test) | 33 | May 29, 2026 | ||
| Knowledge Graph Retrieval | MAG (test) |
| 33 |
| May 29, 2026 |
| Natural Language Understanding | GLUE (test) | 33 | Feb 26, 2026 |
|---|
| Triplet Alignment | Toxic | 33 | May 28, 2026 |
|---|
| Clustering | NYTClust | 33 | May 28, 2026 |
|---|
| Recommendation | Goodreads (test) | 33 | Jun 11, 2026 |
|---|
| Topic Relatedness Assessment | Literary passage sets 50 (Evaluation) | 33 | Feb 26, 2026 |
|---|
| Jailbreaking | AdvBench (test) | 33 | Mar 4, 2026 |
|---|
| Sentiment Analysis | SST-2 | 33 | Feb 26, 2026 |
|---|
| Base-to-novel generalization | Average base-to-novel | 33 | Jul 2, 2026 |
|---|
| Object Detection | MSCOCO 2017 (val) | 33 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100-C (test) | 33 | Jul 7, 2026 |
|---|
| LiDAR Localization | NCLT 2012-05-26 | 33 | Jun 29, 2026 |
|---|
| LiDAR Localization | NCLT 2012-03-31 | 33 | Jun 29, 2026 |
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| LiDAR Localization | NCLT 2012-02-19 | 33 | Jun 29, 2026 |
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| LiDAR Localization | NCLT 2012-02-12 | 33 | Jun 29, 2026 |
|---|
| Multimodal Reasoning | BLINK | 33 | Jun 18, 2026 |
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| Video-Language Understanding | ActivityNet | 33 | Jun 24, 2026 |
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| Image Classification | Oxford-IIIT Pets | 33 | May 1, 2026 |
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| Image Classification | Pets | 33 | Feb 27, 2026 |
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| Age Estimation | AFAD-B | 33 | Feb 26, 2026 |
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| Image-level Anomaly Detection | DAGM | 33 | Mar 4, 2026 |
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