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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 |
|---|---|---|---|---|---|
| Machine Unlearning | TOFU (1%) | 59 | Jun 25, 2026 | ||
| Question Answering | WebQSP | 59 | Jul 2, 2026 | ||
| Image Super-Resolution | Set14 x2 scale (test) | 59 | May 26, 2026 | ||
| Semantic Segmentation | GlaS | 59 | Mar 11, 2026 | ||
| Image Classification |
|---|
| RSNA (test) |
| 59 |
| Mar 19, 2026 |
| Image Retrieval | COCO | 59 | Jun 18, 2026 |
|---|
| Text Retrieval | COCO | 59 | May 4, 2026 |
|---|
| Few-Shot Image Classification | ImageNet FS (novel) | 59 | Feb 26, 2026 |
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| Text-to-Video Generation | UCF-101 zero-shot | 59 | Mar 27, 2026 |
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| Dynamic Scene Reconstruction | Actors-HQ (Actor 3, Sequence 1) | 59 | Feb 26, 2026 |
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| Classification | HI | 59 | Apr 20, 2026 |
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| Anomaly Segmentation | VisA (test) | 59 | Jun 16, 2026 |
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| Image Classification | CIFAR-10 (test) | 59 | Feb 26, 2026 |
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| Question Answering | COPA | 59 | Feb 26, 2026 |
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| Task-incremental learning | CIFAR-10 Split (test) | 59 | Jun 9, 2026 |
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| Image Classification | BACH (test) | 59 | Jun 9, 2026 |
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| Semantic Segmentation | ScanNet | 59 | Feb 27, 2026 |
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| Multi-modal Relation Extraction | MNRE (test) | 59 | Feb 26, 2026 |
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| Image Captioning | COCO (test) | 59 | Jun 15, 2026 |
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| Audio Representation Evaluation | HEAR (Holistic Evaluation of Audio Representations) | 59 | Jun 5, 2026 |
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| Image Classification | Aircraft | 59 | Jun 9, 2026 |
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| Person Re-identification | Celeb-reID (test) | 59 | Feb 27, 2026 |
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| Information Retrieval | TREC-COVID | 59 | Apr 20, 2026 |
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| Open-ended Video Question Answering | MSVD-QA | 59 | Feb 27, 2026 |
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| Grouping | Imagenet Dogs | 59 | Feb 26, 2026 |
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