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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 |
|---|---|---|---|---|
| Cross-view geo-localization | 67 | 37 | Jun 2, 2026 | |
| Dynamics Prediction | 66 | 19 | Jul 7, 2026 | |
| Video Summarization | 66 | 31 | Jun 2, 2026 | |
| Rotation Estimation | 66 | 9 | Jun 9, 2026 | |
| Deep Research | 66 | 39 | Jul 2, 2026 | |
| 3D Shape Reconstruction | 66 | 39 | Jun 9, 2026 | |
| Toxicity Detection | 66 | 39 | Jun 26, 2026 | |
| Entity Classification | 66 | 22 | Jun 30, 2026 | |
| Solving partial differential equations | 66 | 16 | Jul 7, 2026 | |
| Attack Detection |
| 66 |
| 24 |
| Jul 7, 2026 |
| Task-Incremental Learning | 65 | 27 | Jun 9, 2026 |
|---|
| Offline Goal-Conditioned Reinforcement Learning | 65 | 8 | May 22, 2026 |
|---|
| GUI Grounding | 65 | 76 | Jul 8, 2026 |
|---|
| Confidence Estimation | 65 | 15 | Jun 24, 2026 |
|---|
| Trajectory Inference | 65 | 8 | Jul 9, 2026 |
|---|
| Word Sense Disambiguation | 65 | 46 | Jun 1, 2026 |
|---|
| LLM Routing | 65 | 19 | Jun 5, 2026 |
|---|
| Federated Learning | 64 | 24 | Jul 9, 2026 |
|---|
| Job Shop Scheduling | 64 | 12 | Jun 30, 2026 |
|---|
| Cross-modal retrieval | 64 | 32 | Jul 7, 2026 |
|---|
| POS Tagging | 64 | 25 | Mar 19, 2026 |
|---|
| Manipulation | 64 | 28 | Jul 9, 2026 |
|---|
| Data-to-text generation | 64 | 46 | Jun 16, 2026 |
|---|
| Best Arm Identification | 64 | 18 | Jul 9, 2026 |
|---|
| Optimization Modeling | 64 | 15 | Jul 7, 2026 |
|---|