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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 |
|---|---|---|---|---|
| 3D Question Answering | 30 | 69 | Jul 9, 2026 | |
| Policy Evaluation | 30 | 9 | Jul 1, 2026 | |
| Causal Inference | 30 | 19 | Jun 23, 2026 | |
| Agentic Reasoning | 30 | 22 | Jul 7, 2026 | |
| Speaker Identification | 30 | 30 | Jun 30, 2026 | |
| Semantic Image Synthesis | 30 | 28 | May 18, 2026 | |
| Bilevel optimization | 30 | 5 | Jun 23, 2026 | |
| Text-to-Image Alignment | 30 | 29 | Jul 9, 2026 | |
| Concept Unlearning | 30 | 15 | Jul 1, 2026 | |
| Posterior Inference |
|---|
| 30 |
| 6 |
| Jul 3, 2026 |
| Job-Shop Scheduling Problem | 30 | 7 | May 19, 2026 |
|---|
| Detection of LLM generated text | 30 | 2 | May 12, 2026 |
|---|
| Robustness Verification | 30 | 13 | Jul 7, 2026 |
|---|
| Multi-turn dialogue | 30 | 31 | Jul 7, 2026 |
|---|
| 3D Occupancy Prediction | 30 | 39 | Jul 7, 2026 |
|---|
| Respiratory sound classification | 30 | 12 | Jun 11, 2026 |
|---|
| Skin Lesion Segmentation | 29 | 39 | Jul 8, 2026 |
|---|
| Forgery Localization | 29 | 10 | Jun 24, 2026 |
|---|
| No-Reference Video Quality Assessment | 29 | 6 | May 20, 2026 |
|---|
| Entity extraction | 29 | 30 | Jun 19, 2026 |
|---|
| Personalized Federated Learning | 29 | 6 | Jun 23, 2026 |
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| Next Activity Prediction | 29 | 5 | Jul 3, 2026 |
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| Event extraction | 29 | 24 | Jun 30, 2026 |
|---|
| Safety | 29 | 22 | Jun 23, 2026 |
|---|
| Stereo Depth Estimation | 29 | 15 | Apr 7, 2026 |
|---|