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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 Captioning | MS COCO Karpathy (test) | 706 | May 26, 2026 | ||
| Image Classification | Stanford Cars | 705 | Jul 2, 2026 | ||
| Code Generation | HumanEval (test) | 701 | Jul 7, 2026 | ||
| Semantic Segmentation | ADE20K |
| 699 |
| Jul 7, 2026 |
| Natural Language Inference | SNLI (test) | 694 | May 14, 2026 |
|---|
| Image Deblurring | GoPro (test) | 694 | Jun 23, 2026 |
|---|
| Image Classification | CIFAR-100 | 691 | Mar 10, 2026 |
|---|
| Super-Resolution | Set14 | 686 | Jul 7, 2026 |
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| Super-resolution | Urban100 | 681 | Jun 25, 2026 |
|---|
| Object Detection | MS COCO (test-dev) | 677 | Feb 26, 2026 |
|---|
| Semantic Segmentation | Cityscapes | 674 | Jun 23, 2026 |
|---|
| Person Re-identification | DukeMTMC-reID | 667 | May 12, 2026 |
|---|
| Multimodal Understanding | MM-Vet | 664 | Jun 26, 2026 |
|---|
| Action Recognition | NTU RGB+D (Cross-View) | 663 | Jun 4, 2026 |
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| Image Classification | MNIST (test) | 654 | Jun 26, 2026 |
|---|
| Composed Image Retrieval | FashionIQ (val) | 653 | Jul 2, 2026 |
|---|
| Object Detection | COCO (val) | 637 | Jun 19, 2026 |
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| Video Understanding | MVBench | 635 | Jul 7, 2026 |
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| Image Classification | Fashion MNIST (test) | 633 | Jun 2, 2026 |
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| Question Answering | ARC Challenge | 631 | Jun 24, 2026 |
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| Node classification | Pubmed (test) | 628 | Jun 4, 2026 |
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| Node Classification | PubMed | 627 | Jun 2, 2026 |
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| Image Super-Resolution | Set5 (test) | 626 | Jul 7, 2026 |
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| Hallucination Detection | TriviaQA | 625 | Jun 24, 2026 |
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| Jailbreak Attack | HarmBench | 624 | Jul 3, 2026 |
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