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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 |
|---|---|---|---|---|
| Head Motion Estimation | 1 | 1 | Apr 3, 2026 | |
| Contaminated Segment Detection | 1 | 1 | Feb 19, 2026 | |
| IPI Detection | 1 | 1 | Feb 19, 2026 | |
| Progressive Illusion Sketch Generation | 1 | 1 | Feb 19, 2026 | |
| Facial Attribute Recognition | 1 | 1 | Feb 18, 2026 | |
| Visual Text Reasoning and Recognition | 1 | 1 | Feb 19, 2026 | |
| Audio-driven animation | 1 | 1 | Feb 19, 2026 | |
| Road Topology Understanding | 1 | 1 | Feb 18, 2026 | |
| 3D texture super-resolution |
| 1 |
| 1 |
| Feb 19, 2026 |
| Motion Description | 1 | 4 | Feb 27, 2026 |
|---|
| Fine Social Relation Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Object Detection (Cyclist) | 1 | 1 | Feb 18, 2026 |
|---|
| Fine-grained Activity Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Identification of skin lesions | 1 | 1 | Feb 19, 2026 |
|---|
| Dual-domain LPP correction | 1 | 1 | Feb 19, 2026 |
|---|
| Root-relative 3D pose estimation | 1 | 1 | Feb 18, 2026 |
|---|
| OCR, Chat/Doc QA | 1 | 1 | Feb 19, 2026 |
|---|
| Video Spatial Grounding | 1 | 1 | Feb 19, 2026 |
|---|
| Dense SLAM Map Quality and Performance | 1 | 1 | Feb 19, 2026 |
|---|
| 5-way identity recognition | 1 | 1 | Feb 18, 2026 |
|---|
| In-bound Gaze Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Retinal Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| DeJPEG | 1 | 1 | Feb 18, 2026 |
|---|
| Stenosis Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Attributional Robustness | 1 | 3 | Jun 5, 2026 |
|---|