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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 |
|---|---|---|---|---|---|
| Medical Image Segmentation | CVC-ColonDB (test) | 50 | Feb 26, 2026 | ||
| Retrosynthetic Planning | USPTO | 50 | Feb 26, 2026 | ||
| Object Detection | Cityscapes -> BDD100K (val) | 50 | Jul 1, 2026 | ||
| Image Retrieval | NUS-WIDE | 50 | Apr 7, 2026 | ||
| Out-of-distribution detection | CIFAR10 (ID) / ISUN (OOD) (test) |
| 50 |
| Mar 18, 2026 |
| Person Re-identification | PRCC (CC) | 50 | Feb 27, 2026 |
|---|
| Object Detection | MS COCO 2017 (minival) | 50 | Feb 26, 2026 |
|---|
| Trajectory Prediction | ZARA2 (test) | 50 | May 19, 2026 |
|---|
| Image Classification | ImageNet-1K (val) | 50 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 (10000 labels) | 50 | Feb 26, 2026 |
|---|
| Node Classification | Cora (48/32/20) | 50 | Feb 26, 2026 |
|---|
| Node Classification | Actor (48/32/20) | 50 | Feb 26, 2026 |
|---|
| Compressive Sensing Recovery | BSD68 | 50 | Feb 26, 2026 |
|---|
| Image Reconstruction | CelebA HQ (test) | 50 | Feb 26, 2026 |
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| Image Classification | Aircraft | 50 | Mar 31, 2026 |
|---|
| Medical Image Segmentation | ISIC 2017 (test) | 50 | Jun 30, 2026 |
|---|
| Emotional Support Conversation | ESConv (test) | 50 | Apr 3, 2026 |
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| Object Counting | FSC-147 1.0 (test) | 50 | Feb 26, 2026 |
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| Object Counting | FSC-147 1.0 (val) | 50 | Feb 26, 2026 |
|---|
| Fake Face Detection | Celeb-DF v2 (test) | 50 | Feb 26, 2026 |
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| Generative Modeling | MNIST | 50 | Jun 30, 2026 |
|---|
| Facial Landmark Detection | WFLW Pose | 50 | Feb 26, 2026 |
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| Semantic Scene Completion | SemanticKITTI official (test) | 50 | Feb 26, 2026 |
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| Deep Metric Learning | CARS196 | 50 | Feb 26, 2026 |
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| Open Set Recognition | CIFAR+50 | 50 | Feb 26, 2026 |
|---|