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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 |
|---|---|---|---|---|---|
| Recommendation | MovieLens small-scale | 30 | Feb 26, 2026 | ||
| Graph Classification | PTC MR (10-fold cross val) | 30 | Jun 11, 2026 | ||
| Lesion Detection | DeepLesion (test) | 30 | Feb 26, 2026 | ||
| 3D Object Detection | KITTI (test) | 30 | Feb 26, 2026 | ||
| Temporal Action Proposal Generation | THUMOS14 1.3 (test) | 30 | Feb 26, 2026 | ||
| Reinforcement Learning |
|---|
| LunarLander v2 |
| 30 |
| May 19, 2026 |
| Presentation Attack Detection | WMCA grandtest protocol (test) | 30 | Feb 26, 2026 |
|---|
| Single MR Image Super-Resolution | T2 k-space truncation TD (test) | 30 | Feb 26, 2026 |
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| Single MR Image Super-Resolution | T1 k-space truncation TD (test) | 30 | Feb 26, 2026 |
|---|
| Single MR Image Super-Resolution | PD k-space truncation TD (test) | 30 | Feb 26, 2026 |
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| Single MR Image Super-Resolution | T2 Bicubic downsampling BD (test) | 30 | Feb 26, 2026 |
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| Single MR Image Super-Resolution | T1 Bicubic downsampling BD (test) | 30 | Feb 26, 2026 |
|---|
| Single MR Image Super-Resolution | PD Bicubic downsampling BD (test) | 30 | Feb 26, 2026 |
|---|
| Image Denoising | Classic Images | 30 | Feb 26, 2026 |
|---|
| Image Classification | AWA1 | 30 | Feb 27, 2026 |
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| Multi-person Pose Tracking | PoseTrack 2017 (val) | 30 | Feb 26, 2026 |
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| Nested Mention Detection | ACE2005 (test) | 30 | Feb 26, 2026 |
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| Multimodal Sentiment Analysis | CMU-MOSI Word Aligned (test) | 30 | Apr 21, 2026 |
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| Entity Typing | Ultra-Fine Entity Typing (test) | 30 | Feb 26, 2026 |
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| Video Prediction | BAIR Push (test) | 30 | Feb 26, 2026 |
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| Pedestrian trajectory prediction | ZARA02 | 30 | Apr 7, 2026 |
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| Object Detection | Sim10k to Cityscapes synthetic to real (val) | 30 | Feb 26, 2026 |
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| Zero-Shot Learning | AWA | 30 | Feb 26, 2026 |
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| Video Super-Resolution | Vimeo-90k Medium | 30 | Feb 26, 2026 |
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| Video Super-Resolution | Vimeo-90k Slow | 30 | Feb 26, 2026 |
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