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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 |
|---|---|---|---|---|
| Icon Question Answering | 1 | 2 | Jun 11, 2026 | |
| Object Pose Prediction | 1 | 1 | Feb 18, 2026 | |
| Video Camouflaged Object Segmentation | 1 | 1 | Feb 18, 2026 | |
| Vectorized Road Extraction | 1 | 1 | Mar 18, 2026 | |
| RGB Novel-View Synthesis | 1 | 1 | Feb 18, 2026 | |
| Vectorized Vegetation Feature Extraction | 1 | 1 | Mar 18, 2026 | |
| Photo Aesthetics Classification | 1 | 2 | Feb 18, 2026 | |
| Geolocational accuracy | 1 | 2 | Feb 18, 2026 | |
| Regional Perception |
| 1 |
| 1 |
| Feb 18, 2026 |
| Video Representation Generalization | 1 | 2 | Mar 31, 2026 |
|---|
| 2D Lane Detection | 1 | 2 | Mar 25, 2026 |
|---|
| Video-driven Talking Head Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Interaction Motion Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Individual Motion Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Aesthetics Ranking | 1 | 1 | Feb 18, 2026 |
|---|
| Model Transferability Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Spine reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Behaviour Simulation | 1 | 1 | Feb 18, 2026 |
|---|
| Open-world tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Single-image CAD reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Quadrilateral Product Detection | 1 | 1 | Feb 18, 2026 |
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| Facial cross-person reenactment | 1 | 1 | Feb 18, 2026 |
|---|
| Subject-aware image cropping | 1 | 1 | Feb 18, 2026 |
|---|
| Modality-specific Medical Visual Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Heterogeneous Medical VQA and Disease Classification | 1 | 1 | Feb 18, 2026 |
|---|