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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 Instance Segmentation | 61 | 69 | Jul 3, 2026 | |
| Optical Flow | 61 | 78 | Jun 30, 2026 | |
| Action Segmentation | 61 | 62 | Jul 7, 2026 | |
| 3D Visual Grounding | 60 | 66 | Jul 8, 2026 | |
| Object Goal Navigation | 60 | 61 | Jul 1, 2026 | |
| Ownership Verification | 60 | 11 | Jun 23, 2026 | |
| Visual Navigation | 59 | 19 | Jul 3, 2026 | |
| LiDAR Semantic Segmentation | 59 | 40 | Jul 7, 2026 | |
| Chart Question Answering |
| 59 |
| 125 |
| Jul 7, 2026 |
| Temporal Grounding | 59 | 61 | Jul 7, 2026 |
|---|
| Image Harmonization | 59 | 16 | Mar 4, 2026 |
|---|
| Composed Image Retrieval | 58 | 93 | Jul 7, 2026 |
|---|
| Hyperspectral Unmixing | 58 | 12 | Jun 4, 2026 |
|---|
| Audio-Visual Speech Recognition | 58 | 26 | Jul 9, 2026 |
|---|
| Point Tracking | 58 | 32 | Jun 1, 2026 |
|---|
| Uncertainty Calibration | 58 | 19 | Jun 4, 2026 |
|---|
| Gender Classification | 57 | 34 | Jun 23, 2026 |
|---|
| Sign Language Recognition | 57 | 23 | Jul 7, 2026 |
|---|
| Video Temporal Grounding | 57 | 32 | Jul 8, 2026 |
|---|
| Talking Head Generation | 57 | 50 | Jul 2, 2026 |
|---|
| 3D Face Reconstruction | 57 | 37 | Jul 8, 2026 |
|---|
| Object Navigation | 56 | 45 | Jul 7, 2026 |
|---|
| Human Mesh Recovery | 56 | 47 | Jun 29, 2026 |
|---|
| Text-to-motion generation | 56 | 84 | Jul 3, 2026 |
|---|
| Video Denoising | 55 | 27 | May 25, 2026 |
|---|