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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 |
|---|---|---|---|---|
| Visual Realism | 2 | 1 | Feb 18, 2026 | |
| Knowledge Intensive | 2 | 1 | Mar 24, 2026 | |
| Online Video Question Answering | 2 | 2 | Apr 24, 2026 | |
| Mathematical Calculation | 2 | 2 | Apr 10, 2026 | |
| Video self-reconstruction | 2 | 1 | Feb 18, 2026 | |
| Text-to-Video Alignment | 2 | 2 | Mar 20, 2026 | |
| Audio-Video Alignment | 2 | 1 | Feb 19, 2026 | |
| Video-Text Alignment | 2 | 1 | Feb 19, 2026 | |
| Log-magnitude STFT prediction |
| 2 |
| 2 |
| Feb 18, 2026 |
| Audio-Video-Text Alignment | 2 | 1 | Feb 19, 2026 |
|---|
| Audio Quality | 2 | 1 | Feb 19, 2026 |
|---|
| Perception and Cognition Evaluation | 2 | 2 | Jun 16, 2026 |
|---|
| Partition-constrained subset selection | 2 | 1 | Mar 24, 2026 |
|---|
| Multiple-choice commonsense reasoning | 2 | 2 | Apr 14, 2026 |
|---|
| 3D Proposal Generation | 2 | 1 | Feb 18, 2026 |
|---|
| POMDP Abstraction | 2 | 1 | Mar 24, 2026 |
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| Model Efficiency | 2 | 2 | May 7, 2026 |
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| Style Editing | 2 | 1 | Mar 24, 2026 |
|---|
| Evaluation Reliability | 2 | 1 | Mar 24, 2026 |
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| Multimodal Agent Evaluation | 2 | 1 | Mar 24, 2026 |
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| Emotional talking head reconstruction | 2 | 1 | Mar 24, 2026 |
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| Automatic Meter Reading Recognition | 2 | 1 | Feb 18, 2026 |
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| Push recovery | 2 | 2 | Jun 5, 2026 |
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| CKG completion | 2 | 1 | Feb 18, 2026 |
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| Membership Inference Advantage Bounding | 2 | 1 | Feb 18, 2026 |
|---|