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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 |
|---|---|---|---|---|
| Present keypoint interpolation | 4 | 1 | Feb 18, 2026 | |
| Video/Caption Retrieval | 4 | 1 | Feb 18, 2026 | |
| Past keypoint extrapolation | 4 | 1 | Feb 18, 2026 | |
| General AI Assistant Task | 4 | 14 | Jun 30, 2026 | |
| Joint Human-Object Tracking | 4 | 1 | Feb 18, 2026 | |
| Validation TD Error Estimation | 4 | 1 | Feb 18, 2026 | |
| Single-image positioning | 4 | 1 | Feb 18, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| Binding Affinity |
| 4 |
| 1 |
| Mar 31, 2026 |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Deep Reinforcement Learning Implementation Performance | 4 | 1 | Feb 18, 2026 |
|---|
| Depth-to-Image Generation | 4 | 4 | Jun 26, 2026 |
|---|
| Text-conditioned 3D Generation | 4 | 3 | Feb 22, 2026 |
|---|
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
|---|
| Climate Downscaling | 4 | 2 | Jul 8, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Differentially private sum estimation | 4 | 1 | Feb 18, 2026 |
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| Atomic Action Recognition | 4 | 4 | Apr 1, 2026 |
|---|
| Controlled Trace Generation | 4 | 1 | Feb 18, 2026 |
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| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 |
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| Aesthetic Assessment | 4 | 11 | May 20, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| Argument Mining | 4 | 3 | Mar 26, 2026 |
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| Vision Question Answering | 4 | 4 | May 26, 2026 |
|---|