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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 Manipulation Localization | Columbia | 60 | Jun 11, 2026 | ||
| Image Classification | CIFAR-100-C v1 (test) | 60 | Jun 16, 2026 | ||
| Gaze Estimation | Gaze360 (test) | 60 | May 27, 2026 | ||
| 3D Object Detection | KITTI (test) | 60 | Feb 26, 2026 | ||
| 5-way Image Classification | CIFAR FS (test) |
| 60 |
| Feb 26, 2026 |
| Scene Completion | NYUCAD (test) | 60 | Feb 26, 2026 |
|---|
| Digit Classification | Digit-Five (test) | 60 | Feb 26, 2026 |
|---|
| Visual Object Tracking | OTB 2013 | 60 | Feb 26, 2026 |
|---|
| 6D Object Pose Estimation | LINEMOD | 60 | Apr 23, 2026 |
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| Link Prediction | FB15k-237 filtered (test) | 60 | Feb 26, 2026 |
|---|
| Text Classification | SST-5 (test) | 60 | Mar 24, 2026 |
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| Natural Language Inference | MultiNLI Mismatched | 60 | Feb 26, 2026 |
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| Grammatical Error Correction | JFLEG (test) | 60 | May 14, 2026 |
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| Semi-supervised node classification | Pubmed | 60 | Feb 26, 2026 |
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| Mutual Information Estimation | Gaussian d=20 (test) | 60 | Feb 26, 2026 |
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| Sequential Image Classification | Sequential CIFAR10 | 60 | May 13, 2026 |
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| Image Classification | ODIR 200x3 | 60 | Feb 26, 2026 |
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| Reasoning | Humanity's Last Exam | 60 | May 18, 2026 |
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| Semantic Segmentation | ScanNet V2 | 60 | Jun 11, 2026 |
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| Object Detection | Foggy Cityscapes | 60 | Jul 1, 2026 |
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| Sequential Recommendation | Amazon Sports and Outdoors (test) | 60 | Jun 15, 2026 |
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| Image Classification | ImageNet-1k | 59 | Jun 12, 2026 |
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| Multimodal Evaluation | LLaVA Evaluation Suite 7B v1.5 (test) | 59 | Jun 25, 2026 |
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| Symbolic Regression | SRBench Strogatz (test) | 59 | May 27, 2026 |
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| Mathematical Reasoning | AQuA | 59 | Jul 2, 2026 |
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