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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 |
|---|---|---|---|---|---|
| Point Cloud Quality Assessment | WPC | 48 | Feb 26, 2026 | ||
| Deletion | ImageNet 2,000 images (val) | 48 | Feb 26, 2026 | ||
| Multi-view Stereo Reconstruction | ETH3D (test) | 48 | Jul 8, 2026 | ||
| Action Phase Classification | Penn Action | 48 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 Clean (test) | 48 | May 21, 2026 | ||
| Hyperspectral Image Denoising |
| Washington DC Mall (full) |
| 48 |
| Feb 26, 2026 |
| Weather forecasting | Weather Rainfall in Australian cities | 48 | Feb 26, 2026 |
|---|
| Credible Interval Coverage Prediction | Basketball | 48 | Feb 26, 2026 |
|---|
| Video Action Recognition | Kinetics-600 | 48 | Feb 26, 2026 |
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| Probabilistic Forecasting | traffic | 48 | Mar 26, 2026 |
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| Probabilistic Forecasting | electricity | 48 | Apr 24, 2026 |
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| Reinforcement Learning | CartPole v0 | 48 | Apr 1, 2026 |
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| Depth Completion | KITTI online leaderboard (test) | 48 | Feb 26, 2026 |
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| Classification | wine | 48 | Mar 20, 2026 |
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| Diabetes Detection | MIMIC-III | 48 | Feb 26, 2026 |
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| Offline Reinforcement Learning | D4RL Gym halfcheetah-medium-replay | 48 | May 29, 2026 |
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| Time Series Forecasting | M4 Daily | 48 | Jun 4, 2026 |
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| Visual Question Answering | VQA-RAD (test) | 48 | May 15, 2026 |
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| Action Anticipation | Epic-Kitchen 55 (val) | 48 | Mar 4, 2026 |
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| Semi-supervised Domain Adaptation | DomainNet 3-shot | 48 | Feb 26, 2026 |
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| Incremental Learning | ImageNet full | 48 | Feb 26, 2026 |
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| Style Transfer | MS-COCO and WikiArt | 48 | Feb 26, 2026 |
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| Shadow Removal | ISTD+ (test) | 48 | Mar 16, 2026 |
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| Interactive Segmentation | Pascal VOC | 48 | Jun 23, 2026 |
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| Answer extraction and supporting sentence prediction | HotpotQA fullwiki (test) | 48 | Feb 26, 2026 |
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