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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 |
|---|---|---|---|---|
| Personalized Federated Learning | 29 | 6 | Jun 23, 2026 | |
| Model Inversion Attack | 29 | 9 | Jun 23, 2026 | |
| Entity extraction | 29 | 30 | Jun 19, 2026 | |
| Instruction Following Evaluation | 29 | 19 | Jun 25, 2026 | |
| Crystal Structure Prediction | 29 | 10 | Jun 23, 2026 | |
| Needle-In-A-Haystack Retrieval | 29 | 14 | Jun 30, 2026 | |
| Isolated Sign Language Recognition | 29 | 14 | Jun 30, 2026 | |
| Unconditional image synthesis | 29 | 23 | Mar 19, 2026 | |
| Linear Classification |
| 29 |
| 11 |
| Jun 9, 2026 |
| Video Matting | 29 | 11 | Jun 26, 2026 |
|---|
| No-Reference Video Quality Assessment | 29 | 6 | May 20, 2026 |
|---|
| Sampling | 29 | 12 | Jun 16, 2026 |
|---|
| Agentic Tool-use | 29 | 29 | Jul 9, 2026 |
|---|
| Stereo Depth Estimation | 29 | 15 | Apr 7, 2026 |
|---|
| Orientation Estimation | 29 | 19 | Jul 7, 2026 |
|---|
| Skin Lesion Segmentation | 29 | 39 | Jul 8, 2026 |
|---|
| Event extraction | 29 | 24 | Jun 30, 2026 |
|---|
| Knowledge Unlearning | 29 | 20 | Jun 17, 2026 |
|---|
| Image-to-Video | 29 | 22 | Jul 7, 2026 |
|---|
| 3D Layout Generation | 29 | 4 | Jun 30, 2026 |
|---|
| Liver Segmentation | 29 | 15 | Jun 16, 2026 |
|---|
| Audio-to-Text Retrieval | 29 | 21 | Jul 1, 2026 |
|---|
| Malware Classification | 29 | 18 | Jun 19, 2026 |
|---|
| Attribution | 29 | 16 | Jul 3, 2026 |
|---|
| Relation Prediction | 29 | 12 | Jul 7, 2026 |
|---|