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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 |
|---|---|---|---|---|---|
| Activity Recognition | mHealth | 46 | Jul 7, 2026 | ||
| Emotion Recognition | IEMOCAP 4-class (test) | 46 | Feb 26, 2026 | ||
| Continuous Control | MuJoCo Ant v4 | 46 | May 21, 2026 | ||
| Planning | nuPlan 14 Hard (test) | 46 | Jun 11, 2026 | ||
| Image Classification | ImageNet 1k (val) | 46 | Feb 26, 2026 | ||
| UCF101 (test) |
| 46 |
| Feb 26, 2026 |
| Multimodal Conversation | LLaVA Bench | 46 | May 19, 2026 |
|---|
| General Knowledge Assessment | C-Eval | 46 | Apr 6, 2026 |
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| Referring Expression Segmentation | RefCOCOg UMD (test-u) | 46 | May 28, 2026 |
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| machine translation | IWSLT en-de 2017 (test) | 46 | May 21, 2026 |
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| Molecular prediction | HIV (test) | 46 | May 18, 2026 |
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| Image Classification | ImageNet OOD Variants (-V2, -Sketch, -A, -R) | 46 | Jul 2, 2026 |
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| Blind Video Quality Assessment | Waterloo-IVC-4K | 46 | May 21, 2026 |
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| Visual Place Recognition | SVOX Night | 46 | Mar 10, 2026 |
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| Temporal Link Prediction | ICEWS 18 | 46 | May 11, 2026 |
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| Temporal Video Grounding | ActivityNet Captions (test) | 46 | Jun 5, 2026 |
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| WSI-level retrieval | Private-Liver internal (test) | 46 | Feb 26, 2026 |
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| Survival Prediction | TCGA-LUAD (5-fold CV) | 46 | Feb 26, 2026 |
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| Judge Agreement | MT-bench Second Turn 1.0 | 46 | Feb 26, 2026 |
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| Activity Recognition | HHAR (test) | 46 | Feb 26, 2026 |
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| Emotion Recognition | RAVDESS | 46 | Jun 18, 2026 |
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| Out-of-Distribution Detection | CIFAR100 (test) | 46 | Feb 26, 2026 |
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| Single Object Tracking | LaSOT | 46 | Jun 24, 2026 |
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| Graph Matching | SPair-71k (test) | 46 | Feb 26, 2026 |
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| Change Detection | WHU dataset | 46 | May 18, 2026 |
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