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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 |
|---|---|---|---|---|
| Locomotion | 326 | 85 | Jul 9, 2026 | |
| Math Reasoning | 316 | 238 | Jul 9, 2026 | |
| AI-generated image detection | 315 | 89 | Jul 8, 2026 | |
| PDE solving | 307 | 101 | Jul 9, 2026 | |
| Multivariate Time-series Forecasting | 305 | 103 | Jun 25, 2026 | |
| Forecasting | 304 | 126 | Jul 9, 2026 | |
| Camera pose estimation | 301 | 186 | Jul 9, 2026 | |
| Text-to-Speech | 300 | 170 | Jul 8, 2026 | |
| Pose Estimation | 288 | 193 | Jul 9, 2026 | |
| 287 |
| 123 |
| Jul 7, 2026 |
| Text-to-Image Retrieval | 284 | 293 | Jul 8, 2026 |
|---|
| Planning | 284 | 168 | Jul 9, 2026 |
|---|
| Multimodal Understanding | 280 | 456 | Jul 9, 2026 |
|---|
| Natural Language Understanding | 280 | 474 | Jul 9, 2026 |
|---|
| Monocular Depth Estimation | 279 | 300 | Jul 8, 2026 |
|---|
| Relation Extraction | 272 | 185 | Jun 30, 2026 |
|---|
| Image-to-Text Retrieval | 271 | 269 | Jul 8, 2026 |
|---|
| Logical reasoning | 270 | 264 | Jul 9, 2026 |
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| 3D Human Pose Estimation | 268 | 326 | Jul 7, 2026 |
|---|
| Image Editing | 268 | 207 | Jul 7, 2026 |
|---|
| Multi-Objective Optimization | 268 | 35 | Jul 7, 2026 |
|---|
| Few-shot classification | 266 | 178 | Jul 8, 2026 |
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| Video Understanding | 262 | 274 | Jul 9, 2026 |
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| Density Estimation | 255 | 70 | Jul 9, 2026 |
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| Outlier Detection | 253 | 24 | Jun 16, 2026 |
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