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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 |
|---|---|---|---|---|---|
| Object Detection | BDD100K (Nighttime) | 66 | Apr 21, 2026 | ||
| 3D Object Detection | ScanNet V2 | 66 | Apr 21, 2026 | ||
| Offline Reinforcement Learning | D4RL halfcheetah-expert v2 | 66 | Jun 2, 2026 | ||
| Offline Reinforcement Learning | D4RL walker2d-expert v2 | 66 | Jun 2, 2026 | ||
| Offline Reinforcement Learning | D4RL hopper-expert v2 |
| 66 |
| Jun 2, 2026 |
| Object Detection | COCO | 66 | Mar 31, 2026 |
|---|
| Link Prediction | Reddit (transductive) | 66 | Jul 7, 2026 |
|---|
| Long-sequence modeling | Long Range Arena (LRA) v1 (test) | 66 | Feb 26, 2026 |
|---|
| Image Reconstruction | FFHQ (val) | 66 | Feb 26, 2026 |
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| RGBT Tracking | RGBT-210 | 66 | Mar 5, 2026 |
|---|
| Super-Resolution | Manga109 (test) | 66 | Jul 7, 2026 |
|---|
| Cross-view geo-localization | VIGOR (Cross-Area) | 66 | Mar 30, 2026 |
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| Cross-view geo-localization | VIGOR (Same-Area) | 66 | Mar 30, 2026 |
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| Multi-label recognition | Pascal VOC 2007 | 66 | Feb 26, 2026 |
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| Multi-label recognition | VG-200 | 66 | Feb 26, 2026 |
|---|
| Ultra-fine entity typing | UFET (test) | 66 | Feb 26, 2026 |
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| Node Classification | Citeseer (48/32/20) | 66 | Mar 11, 2026 |
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| Node Classification | Cornell (48/32/20) | 66 | Mar 11, 2026 |
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| Node Classification | Wisconsin (48/32/20) | 66 | Mar 11, 2026 |
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| Unsupervised Video Object Segmentation | FBMS (test) | 66 | Feb 26, 2026 |
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| Scene Graph Classification | VG150 (test) | 66 | Feb 26, 2026 |
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| Few-shot classification | CUB-200 2011 | 66 | May 26, 2026 |
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| Temporal Knowledge Graph reasoning | ICEWS 14 | 66 | May 14, 2026 |
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| 5-way classification | tieredImageNet (test) | 66 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 (250 labels) | 66 | Feb 26, 2026 |
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