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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Multi-label Zero-Shot Classification | 2 | 1 | Feb 27, 2026 | |
| Multi-label Generalized Zero-Shot Classification | 2 | 1 | Feb 27, 2026 | |
| Permuted Image Classification | 2 | 1 | Feb 18, 2026 | |
| Ordinal Consistency Evaluation | 2 | 1 | Feb 21, 2026 | |
| Transmission Map Estimation | 2 | 1 | Feb 18, 2026 | |
| sRGB Rendering | 2 | 1 | Feb 18, 2026 | |
| Synthetic Image Quality Evaluation | 2 | 2 | Feb 18, 2026 | |
| Visuomotor Manipulation | 2 | 1 | Feb 21, 2026 | |
| Pointwise Localization |
| 2 |
| 2 |
| Feb 18, 2026 |
| Single Object Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
|---|
| 3D Hand Mesh Recovery | 2 | 2 | Feb 18, 2026 |
|---|
| Fundus Image Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Bird's Eye View (BEV) Detection | 2 | 3 | Feb 27, 2026 |
|---|
| Anatomical Landmark Detection | 2 | 2 | Feb 19, 2026 |
|---|
| Common action localization | 2 | 1 | Feb 18, 2026 |
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| Functional Scene Graph Construction | 2 | 1 | Feb 21, 2026 |
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| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 |
|---|
| Spatio-temporal common action localization | 2 | 1 | Feb 18, 2026 |
|---|
| Pedestrian Image Captioning | 2 | 1 | Feb 18, 2026 |
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| Camouflaged Object Edge Extraction | 2 | 1 | Feb 18, 2026 |
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| Driving Scene Topology | 2 | 3 | Apr 28, 2026 |
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| Non-Contact Affordance Estimation | 2 | 1 | Feb 21, 2026 |
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| Hand Gesture Identification | 2 | 1 | Feb 21, 2026 |
|---|
| Single frame prediction | 2 | 1 | Feb 18, 2026 |
|---|