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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 |
|---|---|---|---|---|
| Climate Pattern Segmentation | 2 | 2 | Feb 18, 2026 | |
| Pose-to-Text retrieval | 2 | 1 | Feb 18, 2026 | |
| Text-to-Pose retrieval | 2 | 1 | Feb 18, 2026 | |
| eight-label knee injury prediction | 2 | 1 | Feb 25, 2026 | |
| Human evaluation of garment reconstruction | 2 | 1 | Feb 25, 2026 | |
| Bounding-box alignment | 2 | 1 | Feb 25, 2026 | |
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 | |
| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 | |
| Pedestrian Animation Synthesis |
| 2 |
| 1 |
| Feb 18, 2026 |
| Binary Lane Detection | 2 | 1 | Feb 18, 2026 |
|---|
| COVID detection | 2 | 2 | May 13, 2026 |
|---|
| Multiclass Lane Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 |
|---|
| Pelvic Radiation Injury Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Human Avatar Modeling | 2 | 2 | Feb 18, 2026 |
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| Monocular dense depth estimation | 2 | 1 | Feb 18, 2026 |
|---|
| Object swap | 2 | 1 | Feb 18, 2026 |
|---|
| Event-based Semantic Segmentation | 2 | 3 | Feb 18, 2026 |
|---|
| Myometrial invasion classification | 2 | 1 | Feb 25, 2026 |
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| Regional Captioning | 2 | 1 | Feb 25, 2026 |
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| Text-vision Alignment | 2 | 1 | Feb 18, 2026 |
|---|
| Pointwise Reasoning Evaluation | 2 | 1 | Feb 25, 2026 |
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| Speech-driven Holistic Expression and Gesture Generation | 2 | 1 | Feb 18, 2026 |
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| 2D Tracking | 2 | 2 | May 20, 2026 |
|---|