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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 |
|---|---|---|---|---|---|
| Image Deblurring | Average (GoPro & HIDE) (test) | 38 | Feb 26, 2026 | ||
| 3D Object Detection | K-Radar | 38 | Jul 7, 2026 | ||
| Compositional Zero-Shot Learning | MIT-States open world | 38 | Feb 27, 2026 | ||
| Image Classification | tieredImageNet-H (test) | 38 | Feb 26, 2026 | ||
| Audio-Visual Question Answering | MUSIC-AVQA Bias v2.0 (test) |
| 38 |
| Jul 7, 2026 |
| Audio-Visual Question Answering | MUSIC-AVQA balanced v2.0 (test) | 38 | Jul 7, 2026 |
|---|
| Multi-label classification | NUS-WIDE | 38 | Feb 27, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 38 | Feb 27, 2026 |
|---|
| Temporal Knowledge Graph Question Answering | TimeQuestions (test) | 38 | Feb 26, 2026 |
|---|
| Medical Image Segmentation | JSRT | 38 | Mar 31, 2026 |
|---|
| Automatic Speech Recognition | AMI (test) | 38 | Jun 11, 2026 |
|---|
| Cloud Removal | Sen2_MTC_New (test) | 38 | Feb 26, 2026 |
|---|
| Math Word Problem solving | SVAMP | 38 | Feb 26, 2026 |
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| Text Classification | Emotion (test) | 38 | Mar 25, 2026 |
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| 3D Object Captioning | Objaverse | 38 | Jun 19, 2026 |
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| Complex Query Answering | NELL-995 (test) | 38 | Mar 18, 2026 |
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| Speech-to-speech translation | CVSS-C | 38 | Feb 26, 2026 |
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| Factual Consistency Evaluation | QAGS CNNDM | 38 | Feb 26, 2026 |
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| Few-shot Image Classification | CD-FSL 5-way 5-shot (test) | 38 | Mar 6, 2026 |
|---|
| Few-shot Image Classification | CD-FSL 5-way 1-shot (test) | 38 | Mar 6, 2026 |
|---|
| Generalized Category Discovery | Aircraft (test) | 38 | Feb 26, 2026 |
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| 3D Object Detection | Waymo (val) | 38 | Feb 27, 2026 |
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| Bot detection | Cresci-15 | 38 | Feb 26, 2026 |
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| Document-level Relation Extraction | Re-DocRED (test) | 38 | Feb 26, 2026 |
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| Open-Partial-set Domain Adaptation | Office-31 OPDA | 38 | Feb 26, 2026 |
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