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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 |
|---|---|---|---|---|
| Multiple-choice Visual Question Answering | 13 | 11 | Mar 30, 2026 | |
| Generalized Few-Shot Semantic Segmentation | 13 | 6 | Jun 9, 2026 | |
| Approximate Subgraph Matching | 13 | 1 | Mar 20, 2026 | |
| Dynamics State Estimation | 13 | 1 | Mar 19, 2026 | |
| Classification Calibration | 13 | 8 | Jun 12, 2026 | |
| Lossy Compression | 13 | 3 | Mar 20, 2026 | |
| Agent Task Performance | 13 | 6 | Jul 8, 2026 | |
| Downstream Task | 13 | 5 | Apr 13, 2026 | |
| Discourse Parsing | 13 | 8 | Jul 3, 2026 | |
| Dialog |
| 13 |
| 5 |
| May 26, 2026 |
| Reconstruction Attack | 13 | 2 | Jun 9, 2026 |
|---|
| Hamiltonian Dynamics Modeling | 13 | 2 | Apr 16, 2026 |
|---|
| One-step-ahead forecasting | 13 | 5 | Jun 9, 2026 |
|---|
| 6-DoF Pose Estimation | 13 | 12 | Jun 30, 2026 |
|---|
| Text-to-image person retrieval | 13 | 10 | Jun 30, 2026 |
|---|
| Parameter Calibration | 13 | 1 | Feb 21, 2026 |
|---|
| Cancer Detection | 13 | 4 | Apr 29, 2026 |
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| Probabilistic Inference | 13 | 1 | Feb 18, 2026 |
|---|
| Individual Treatment Effect Estimation | 13 | 8 | Jul 7, 2026 |
|---|
| End-to-end Driving | 13 | 11 | Jun 17, 2026 |
|---|
| Likelihood Estimation | 13 | 9 | Jun 4, 2026 |
|---|
| Kernel Density Estimation | 13 | 2 | Jun 4, 2026 |
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| Sign Language Production | 13 | 8 | Jun 23, 2026 |
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| Multi-step forecasting | 13 | 6 | Jun 11, 2026 |
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| Phrase grounding | 13 | 18 | Mar 23, 2026 |
|---|