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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 |
|---|---|---|---|---|
| Web Task Completion | 9 | 3 | Jun 2, 2026 | |
| Graph Question Answering | 9 | 6 | Jun 5, 2026 | |
| Dialog State Tracking | 9 | 18 | Feb 22, 2026 | |
| Heart Segmentation | 9 | 3 | May 12, 2026 | |
| Behavior Abstraction Detection | 9 | 1 | Feb 22, 2026 | |
| Non-rigid registration | 9 | 4 | Apr 10, 2026 | |
| Poisoned sample detection | 9 | 2 | Mar 4, 2026 | |
| Affordance Reasoning | 9 | 4 | Jun 5, 2026 | |
| 3D Object Retrieval |
| 9 |
| 2 |
| Apr 23, 2026 |
| domain-specific question answering | 9 | 3 | Apr 2, 2026 |
|---|
| Action Retrieval | 9 | 7 | Jul 3, 2026 |
|---|
| 3D Editing | 9 | 5 | May 27, 2026 |
|---|
| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
|---|
| ECG Digitization | 9 | 2 | Jul 2, 2026 |
|---|
| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
|---|
| Image Watermark Evaluation | 9 | 1 | Feb 19, 2026 |
|---|
| Code Correctness Evaluation | 9 | 2 | May 28, 2026 |
|---|
| Vision-Language-Action | 9 | 7 | Jun 30, 2026 |
|---|
| Point Cloud Segmentation | 9 | 5 | Jun 11, 2026 |
|---|
| NSFW image classification | 9 | 1 | Apr 10, 2026 |
|---|
| Human move prediction | 9 | 2 | May 20, 2026 |
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| CO2 prediction | 9 | 2 | Apr 10, 2026 |
|---|
| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
|---|
| Audio-to-Video Retrieval | 9 | 10 | Jun 25, 2026 |
|---|
| Outcome Prediction | 9 | 4 | Jun 26, 2026 |
|---|