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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 |
|---|---|---|---|---|
| Monotone Classification | 4 | 2 | Mar 4, 2026 | |
| Shot Transition Detection | 4 | 2 | May 1, 2026 | |
| Genre Classification | 4 | 3 | Jun 25, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Multi-agent unit micromanagement | 4 | 1 | Feb 18, 2026 | |
| Avatar Reconstruction | 4 | 4 | Jun 29, 2026 | |
| Distributional Prediction | 4 | 3 | Apr 10, 2026 | |
| IFR Event Detection | 4 | 1 | Feb 21, 2026 | |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 | |
| Implicit Representation |
|---|
| 4 |
| 1 |
| Feb 21, 2026 |
| Logical deduction | 4 | 4 | May 21, 2026 |
|---|
| Person Image Synthesis | 4 | 2 | Feb 18, 2026 |
|---|
| Bimanual Insertion | 4 | 4 | May 12, 2026 |
|---|
| Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Image-text-to-text retrieval | 4 | 3 | Feb 19, 2026 |
|---|
| Image Anomaly Detection | 4 | 5 | May 27, 2026 |
|---|
| Face Recognition Confidence Calibration | 4 | 2 | Jun 4, 2026 |
|---|
| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| Description | 4 | 2 | Jun 16, 2026 |
|---|
| Quantitative Solute-Solvent Interaction | 4 | 2 | Feb 18, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
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