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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 |
|---|---|---|---|---|---|
| Multivariate Forecasting | PEMS08 (test) | 43 | Feb 26, 2026 | ||
| Multivariate Forecasting | PEMS03 (test) | 43 | Feb 26, 2026 | ||
| Pose Estimation | BOP benchmark 2019 (test) | 43 | Feb 26, 2026 | ||
| Video-Text Retrieval | MSVD | 43 | Jun 9, 2026 | ||
| Novel View Synthesis | DTU (val) |
| 43 |
| Feb 26, 2026 |
| Information Retrieval | TREC DL 2020 | 43 | Jun 11, 2026 |
|---|
| Vision-Language Understanding | MM-Vet | 43 | Jun 26, 2026 |
|---|
| Multimodal Evaluation | LLaVA-Bench-Wild (LLaVA-W) | 43 | Jul 7, 2026 |
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| Text-to-Image Generation | Pick-a-Pic (test) | 43 | May 19, 2026 |
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| Image Captioning | MS-COCO 2014 (test) | 43 | Feb 26, 2026 |
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| Speech Emotion Recognition | RAVDESS | 43 | Jun 11, 2026 |
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| Activity Recognition | UCIHAR (test) | 43 | Jun 9, 2026 |
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| Graph Classification | Motif (size) | 43 | Apr 10, 2026 |
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| Graph Classification | Motif base | 43 | Apr 10, 2026 |
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| Offline Reinforcement Learning | D4RL Franka Kitchen | 43 | Jun 1, 2026 |
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| Semantic Scene Completion | SSCBench-KITTI-360 (test) | 43 | Apr 8, 2026 |
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| Audio Captioning | Clotho (test) | 43 | Jun 4, 2026 |
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| Regression | Synthetic weakly-periodic Interpolation (INT) | 43 | Feb 26, 2026 |
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| Classification | AL | 43 | Apr 20, 2026 |
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| Classification | EY | 43 | Apr 20, 2026 |
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| Classification | CO | 43 | May 1, 2026 |
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| Classification | AL | 43 | Apr 20, 2026 |
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| Capacitated Vehicle Routing Problem | CVRP-200 | 43 | Jun 11, 2026 |
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| Entity Prediction | WikiPeople (all entities) | 43 | May 26, 2026 |
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| OOD Detection | CIFAR100-C all 15 perturbations (test) | 43 | Feb 26, 2026 |
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