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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 |
|---|---|---|---|---|
| Camera pose estimation | 301 | 186 | Jul 9, 2026 | |
| Pose Estimation | 288 | 193 | Jul 9, 2026 | |
| Monocular Depth Estimation | 279 | 300 | Jul 8, 2026 | |
| 3D Human Pose Estimation | 268 | 326 | Jul 7, 2026 | |
| Few-shot classification | 266 | 178 | Jul 8, 2026 | |
| Video Understanding | 262 | 274 | Jul 9, 2026 | |
| Autonomous Driving | 242 | 142 | Jul 9, 2026 | |
| Image Restoration | 239 | 92 | Jul 7, 2026 | |
| Generative Modeling |
| 227 |
| 111 |
| Jul 8, 2026 |
| Localization | 224 | 82 | Jul 7, 2026 |
|---|
| Low-light Image Enhancement | 223 | 129 | Jul 7, 2026 |
|---|
| Human Activity Recognition | 222 | 89 | Jul 7, 2026 |
|---|
| Image Quality Assessment | 206 | 122 | Jul 8, 2026 |
|---|
| Video Super-Resolution | 198 | 86 | Jul 3, 2026 |
|---|
| Visual Grounding | 196 | 148 | Jul 8, 2026 |
|---|
| Image Inpainting | 193 | 88 | Jul 7, 2026 |
|---|
| MRI Reconstruction | 191 | 73 | Jul 7, 2026 |
|---|
| Image Super-resolution | 190 | 175 | Jul 7, 2026 |
|---|
| Visual Reasoning | 187 | 160 | Jul 8, 2026 |
|---|
| Polyp Segmentation | 180 | 95 | Jul 8, 2026 |
|---|
| Denoising | 174 | 77 | Jun 23, 2026 |
|---|
| Anomaly Segmentation | 168 | 86 | Jul 7, 2026 |
|---|
| Image-to-Image Translation | 168 | 72 | Jul 7, 2026 |
|---|
| Anomaly Localization | 167 | 148 | Jul 8, 2026 |
|---|
| Visual Localization | 165 | 74 | Jul 7, 2026 |
|---|