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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 |
|---|---|---|---|---|
| Pixel-level Reasoning Segmentation | 1 | 1 | Feb 18, 2026 | |
| AMD Classification | 1 | 1 | Mar 26, 2026 | |
| Arbitrary Image Style Transfer | 1 | 1 | Feb 18, 2026 | |
| Pseudo-captioning | 1 | 1 | Mar 26, 2026 | |
| Action and Object Classification | 1 | 1 | Feb 18, 2026 | |
| Visual Domain Classification | 1 | 1 | Feb 18, 2026 | |
| 3D Head Pose Estimation | 1 | 1 | Feb 18, 2026 | |
| AMD Grading | 1 | 1 | Feb 18, 2026 | |
| Aesthetics score prediction |
| 1 |
| 1 |
| Feb 18, 2026 |
| Key Point Information Quality Human Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Super-resolution (x3) | 1 | 1 | Feb 18, 2026 |
|---|
| Uterine Fibroid Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Instance-wise part parsing | 1 | 1 | Feb 18, 2026 |
|---|
| Soccer Action Spotting | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-view Multi-person Tracking | 1 | 2 | Mar 18, 2026 |
|---|
| Real-time Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Monocular Scene Flow | 1 | 1 | Feb 18, 2026 |
|---|
| AV interpolation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-hypothesis 3D Human Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Multi-object Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-concept motion generation (single text) | 1 | 2 | Feb 20, 2026 |
|---|
| multi-label urban sound tagging | 1 | 1 | Feb 18, 2026 |
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| Embryo Grading | 1 | 1 | Feb 18, 2026 |
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| Image Editing Quality Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Object Parsing | 1 | 1 | Feb 18, 2026 |
|---|