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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 |
|---|---|---|---|---|
| Yield Prediction | 28 | 5 | Jun 9, 2026 | |
| Morphological Inflection | 28 | 2 | Apr 7, 2026 | |
| 3D Human Mesh Recovery | 28 | 52 | Jun 29, 2026 | |
| Interactive Decision-making | 28 | 50 | Jul 8, 2026 | |
| Personalized Text Generation | 28 | 11 | Jun 18, 2026 | |
| Sign Language Translation | 28 | 36 | Jul 7, 2026 | |
| Reach | 28 | 17 | Jul 8, 2026 | |
| Actuator Inversion | 28 | 1 | Feb 20, 2026 | |
| Diabetic Retinopathy Classification | 28 | 17 | Jul 7, 2026 | |
| Key Information Extraction |
|---|
| 28 |
| 16 |
| Jul 7, 2026 |
| Dehazing | 28 | 38 | Jul 3, 2026 |
|---|
| Routing | 28 | 6 | Jul 7, 2026 |
|---|
| Open-ended Text Generation | 28 | 14 | Jun 23, 2026 |
|---|
| PET Image Denoising | 28 | 8 | Jul 2, 2026 |
|---|
| Segment Anything | 28 | 3 | May 12, 2026 |
|---|
| Text-to-Audio Generation | 28 | 47 | Jul 7, 2026 |
|---|
| Untargeted Adversarial Attack | 28 | 15 | May 1, 2026 |
|---|
| Knowledge Evaluation | 28 | 22 | Jul 1, 2026 |
|---|
| Targeted Attack | 28 | 14 | May 28, 2026 |
|---|
| Unsupervised Semantic Segmentation | 28 | 14 | Apr 2, 2026 |
|---|
| Deep search | 28 | 14 | Jul 1, 2026 |
|---|
| Forward prediction | 28 | 6 | Jun 26, 2026 |
|---|
| Harmful Content Detection | 28 | 10 | Jul 7, 2026 |
|---|
| Agentic Coding | 28 | 18 | Jul 7, 2026 |
|---|
| 3D shape matching | 27 | 8 | Jun 26, 2026 |
|---|