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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 |
|---|---|---|---|---|
| Compressed Sensing Image Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Video Pose Propagation | 1 | 1 | Feb 18, 2026 | |
| Interpretable Direction Discovery | 1 | 1 | Mar 11, 2026 | |
| RISH L4 Synthesis | 1 | 1 | Feb 18, 2026 | |
| Latent Direction Analysis | 1 | 1 | Mar 11, 2026 | |
| Template-Matching Normalization | 1 | 1 | Feb 18, 2026 | |
| Polygon Detection | 1 | 1 | Mar 11, 2026 | |
| Occlusion Prediction | 1 | 1 | Feb 18, 2026 | |
| WSG | 1 | 1 | Feb 18, 2026 | |
| Off-road Freespace Detection |
| 1 |
| 2 |
| Feb 20, 2026 |
| Nanoparticles distribution prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Conditional Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Conditional Generation (Face ID + Landmark) | 1 | 1 | Feb 18, 2026 |
|---|
| Rain drop removal | 1 | 4 | Feb 18, 2026 |
|---|
| Image Restoration (Rain and Fog Removal) | 1 | 2 | Feb 18, 2026 |
|---|
| Head Avatar Reconstruction and Rendering | 1 | 1 | Feb 18, 2026 |
|---|
| Rationale Selection (QA -> R) | 1 | 1 | Feb 18, 2026 |
|---|
| Human Body Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Classification of Procedural Activities | 1 | 3 | Feb 18, 2026 |
|---|
| Audio-Visual Referential Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Holistic Reasoning (Q -> AR) | 1 | 1 | Feb 18, 2026 |
|---|
| Referential Audio-Visual Segmentation | 1 | 3 | May 15, 2026 |
|---|
| UHD Image Processing | 1 | 1 | Feb 18, 2026 |
|---|
| Tree change detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human-Scene Contact Estimation | 1 | 4 | Mar 24, 2026 |
|---|