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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 |
|---|---|---|---|---|
| 3D Hand Pose Estimation | 59 | 39 | Jul 7, 2026 | |
| LiDAR Semantic Segmentation | 59 | 40 | Jul 7, 2026 | |
| Imbalanced Classification | 59 | 9 | Jun 9, 2026 | |
| Stance Detection | 59 | 30 | Jul 7, 2026 | |
| Image Harmonization | 59 | 16 | Mar 4, 2026 | |
| Chart Question Answering | 59 | 125 | Jul 7, 2026 | |
| Temporal Grounding | 59 | 61 | Jul 7, 2026 | |
| Inference Efficiency | 59 | 53 | Jul 9, 2026 | |
| Faithfulness Evaluation | 59 | 25 | Jun 30, 2026 | |
| Composed Image Retrieval |
|---|
| 58 |
| 93 |
| Jul 7, 2026 |
| Uncertainty Calibration | 58 | 19 | Jun 4, 2026 |
|---|
| Hyperspectral Unmixing | 58 | 12 | Jun 4, 2026 |
|---|
| Report Generation | 58 | 46 | Jul 8, 2026 |
|---|
| Audio-Visual Speech Recognition | 58 | 26 | Jul 9, 2026 |
|---|
| Graph Regression | 58 | 104 | Jul 7, 2026 |
|---|
| Prompt Injection Defense | 58 | 25 | Jul 7, 2026 |
|---|
| Scene Reconstruction | 58 | 37 | Jun 30, 2026 |
|---|
| Claim Verification | 58 | 31 | Jul 1, 2026 |
|---|
| Collaborative Filtering | 58 | 26 | Jun 5, 2026 |
|---|
| Point Tracking | 58 | 32 | Jun 1, 2026 |
|---|
| Offline-to-Online Reinforcement Learning | 57 | 11 | Jul 2, 2026 |
|---|
| 3D surface reconstruction | 57 | 32 | Jun 17, 2026 |
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| Sign Language Recognition | 57 | 23 | Jul 7, 2026 |
|---|
| 3D Face Reconstruction | 57 | 37 | Jul 8, 2026 |
|---|
| Gender Classification | 57 | 34 | Jun 23, 2026 |
|---|