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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 |
|---|---|---|---|---|---|
| Gait Recognition | CASIA-B (test) | 54 | Apr 6, 2026 | ||
| Image Retrieval | ImageNet-1K 1.0 (val) | 54 | May 20, 2026 | ||
| Image Classification | ImageNet Domain Generalization OOD Variants (test) | 54 | Apr 24, 2026 | ||
| Visual Active Search | xView (test) | 54 | Feb 26, 2026 | ||
| Fine-grained Classification | Cars | 54 | Jun 29, 2026 | ||
| Logical Reasoning Machine Reading Comprehension |
|---|
| ReClor |
| 54 |
| Feb 26, 2026 |
| Full-Reference Image Quality Assessment | TID 2013 | 54 | Mar 17, 2026 |
|---|
| Logical Reasoning | CLUTRR | 54 | Jun 24, 2026 |
|---|
| Second-level Implicit Discourse Relation Recognition | PDTB 2.0 (Ji split) | 54 | Feb 26, 2026 |
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| Video Question Answering | STAR (test) | 54 | May 28, 2026 |
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| Open-vocabulary Object Detection | LVIS v1 (val) | 54 | Feb 26, 2026 |
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| Video Recognition | Kinetics-400 | 54 | Jun 25, 2026 |
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| Super-resolution | Set5 official (test) | 54 | Feb 26, 2026 |
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| Classification | CIFAR-20 (test) | 54 | Feb 26, 2026 |
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| Offline Reinforcement Learning | D4RL walker2d-medium-expert v2 | 54 | Jun 2, 2026 |
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| Trojan Detection | CIFAR-10 | 54 | May 21, 2026 |
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| Shape Matching | SHREC’19 (test) | 54 | Jun 30, 2026 |
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| Image Classification | ciFAIR-10 (test) | 54 | Feb 26, 2026 |
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| Image Demoiréing | UHDM (test) | 54 | Jul 9, 2026 |
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| Inpainting | ImageNet | 54 | Feb 26, 2026 |
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| Open intent recognition | StackOverflow | 54 | Feb 26, 2026 |
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| Information Retrieval | NQ320k | 54 | May 26, 2026 |
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| Shape Correspondence | SCAPE (test) | 54 | Feb 26, 2026 |
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| 3D Body Mesh Recovery | Human3.6M | 54 | May 26, 2026 |
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| Object Detection | COCO standard (10%) | 54 | Feb 26, 2026 |
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