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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 Object Retrieval | 9 | 2 | Apr 23, 2026 | |
| Asymmetric Traveling Salesman Problem | 9 | 5 | May 26, 2026 | |
| Force-conditioned Video Generation | 9 | 2 | Jun 8, 2026 | |
| ECG Digitization | 9 | 2 | Jul 2, 2026 | |
| Probabilistic Model Checking | 9 | 3 | Apr 29, 2026 | |
| Code Correctness Evaluation | 9 | 2 | May 28, 2026 | |
| Web Task Completion | 9 | 3 | Jun 2, 2026 | |
| Graph Question Answering | 9 | 6 | Jun 5, 2026 | |
| Heart Segmentation |
| 9 |
| 3 |
| May 12, 2026 |
| domain-specific question answering | 9 | 3 | Apr 2, 2026 |
|---|
| Super-Resolution (4x) | 9 | 14 | Jun 16, 2026 |
|---|
| Question Answering Retrieval | 9 | 4 | May 15, 2026 |
|---|
| Signature Verification | 9 | 3 | Jul 3, 2026 |
|---|
| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
|---|
| 3D Hand-Object Reconstruction | 9 | 7 | Apr 15, 2026 |
|---|
| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
|---|
| Human move prediction | 9 | 2 | May 20, 2026 |
|---|
| Task 2 | 9 | 7 | Jul 8, 2026 |
|---|
| Vision-Language-Action | 9 | 7 | Jun 30, 2026 |
|---|
| Cartpole Swingup | 9 | 8 | May 18, 2026 |
|---|
| Reading Order Prediction | 9 | 2 | Jul 2, 2026 |
|---|
| Multi-label class-incremental learning | 9 | 2 | Mar 9, 2026 |
|---|
| Image Reflection Removal | 9 | 9 | Jul 7, 2026 |
|---|
| Landmark Prediction | 9 | 6 | Feb 18, 2026 |
|---|
| 3D Editing | 9 | 5 | May 27, 2026 |
|---|