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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 |
|---|---|---|---|---|---|
| Image Retrieval | SOP (test) | 42 | Feb 26, 2026 | ||
| Semantic Image Synthesis | COCO-Stuff (val) | 42 | Feb 26, 2026 | ||
| Two-Sample Test | Higgs alpha=0.05 (test) | 42 | Feb 26, 2026 | ||
| Depth-aware Video Panoptic Segmentation | SemKITTI-DVPS (val) | 42 | Feb 26, 2026 | ||
| Depth-aware Video Panoptic Segmentation | Cityscapes-DVPS (val) |
| 42 |
| Feb 26, 2026 |
| Node Classification | Cora | 42 | Feb 26, 2026 |
|---|
| Object Segmentation | iSAID (val) | 42 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet 10 (test) | 42 | Feb 26, 2026 |
|---|
| Video Recognition | Kinetics (test) | 42 | Feb 26, 2026 |
|---|
| 5-way Cross-domain Classification | mini-ImageNet -> CUB cross-domain (test) | 42 | Feb 26, 2026 |
|---|
| Continuous Control | DMControl 500k | 42 | Mar 13, 2026 |
|---|
| Stereo Matching | KITTI Noc 2015 | 42 | Apr 13, 2026 |
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| Classification | Twonorm (20,3700,3700) | 42 | Feb 26, 2026 |
|---|
| Video Salient Object Detection | ViSal | 42 | Feb 26, 2026 |
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| Link Prediction | DB100K (test) | 42 | Feb 26, 2026 |
|---|
| RGBD Saliency Detection | NJU2K | 42 | Feb 26, 2026 |
|---|
| Multi-person 3D Human Pose Estimation | CMU Panoptic | 42 | Apr 14, 2026 |
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| Few-shot classification | Meta-Dataset 1.0 (test) | 42 | Feb 26, 2026 |
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| Image Deraining | 2800 (test) | 42 | Mar 10, 2026 |
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| Image Classification | CIFAR-10 40% asymmetric noise (test) | 42 | Feb 26, 2026 |
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| Shadow Detection | SBU | 42 | Feb 26, 2026 |
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| Graph Classification | REDDIT-B (test) | 42 | May 8, 2026 |
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| Action Recognition | MPII Cooking Activities (sp1-sp7) | 42 | Feb 26, 2026 |
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| Semantic Segmentation | Nighttime Driving | 42 | Feb 26, 2026 |
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| Hand Gesture Recognition | SHREC 14 Gestures 17 | 42 | Feb 26, 2026 |
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