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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 |
|---|---|---|---|---|
| Traveling Salesman Problem | 200 | 78 | Jul 7, 2026 | |
| Science Question Answering | 199 | 457 | Jul 9, 2026 | |
| Surface Reconstruction | 199 | 96 | Jul 8, 2026 | |
| Video Super-Resolution | 198 | 86 | Jul 3, 2026 | |
| Visual Grounding | 196 | 148 | Jul 8, 2026 | |
| Capacitated Vehicle Routing Problem | 196 | 63 | Jul 7, 2026 | |
| Image Inpainting | 193 | 88 | Jul 7, 2026 | |
| Trajectory tracking | 192 | 54 | Jul 9, 2026 | |
| Molecular property prediction |
| 191 |
| 140 |
| Jul 9, 2026 |
| MRI Reconstruction | 191 | 73 | Jul 7, 2026 |
|---|
| Image Super-resolution | 190 | 175 | Jul 7, 2026 |
|---|
| Machine-generated text detection | 188 | 36 | Jul 9, 2026 |
|---|
| Motion Planning | 188 | 71 | Jul 8, 2026 |
|---|
| Visual Reasoning | 187 | 160 | Jul 8, 2026 |
|---|
| AI-generated text detection | 186 | 32 | Jul 7, 2026 |
|---|
| Medical Visual Question Answering | 183 | 93 | Jul 3, 2026 |
|---|
| Watermark Detection | 182 | 59 | Jul 9, 2026 |
|---|
| Polyp Segmentation | 180 | 95 | Jul 8, 2026 |
|---|
| Graph Anomaly Detection | 179 | 34 | Jun 30, 2026 |
|---|
| Survival Analysis | 176 | 66 | Jul 7, 2026 |
|---|
| Denoising | 174 | 77 | Jun 23, 2026 |
|---|
| Point cloud registration | 172 | 74 | Jul 2, 2026 |
|---|
| Uncertainty Quantification | 169 | 55 | Jul 1, 2026 |
|---|
| Text-to-Video Retrieval | 168 | 179 | Jul 2, 2026 |
|---|
| Anomaly Segmentation | 168 | 86 | Jul 7, 2026 |
|---|