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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 |
|---|---|---|---|---|
| Video Decoding | 7 | 4 | Jun 4, 2026 | |
| Soundscape Classification | 7 | 2 | May 21, 2026 | |
| Face Reenactment | 7 | 5 | Jun 16, 2026 | |
| Short Video Question Answering | 7 | 3 | Jun 11, 2026 | |
| Agentic Task Execution | 7 | 2 | Jun 11, 2026 | |
| Response Similarity | 7 | 2 | May 13, 2026 | |
| Long-tailed Visual Recognition | 7 | 12 | Jun 18, 2026 | |
| Audio Coding | 7 | 4 | Jun 11, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Monocular Metric Depth Estimation |
| 7 |
| 5 |
| Jun 1, 2026 |
| Collaborative Perception | 7 | 4 | May 19, 2026 |
|---|
| Communication Delay Evaluation | 7 | 1 | Feb 19, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 |
|---|
| Region Classification | 7 | 4 | Jun 30, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
|---|
| Dose-response estimation | 7 | 2 | May 12, 2026 |
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| PII Extraction | 7 | 4 | Jun 4, 2026 |
|---|
| Question Answering and Commonsense Reasoning | 7 | 8 | Jun 4, 2026 |
|---|
| Bayesian Neural Network Regression | 7 | 4 | Jun 25, 2026 |
|---|
| Cross-lingual retrieval | 7 | 5 | May 26, 2026 |
|---|
| Embedding Inversion | 7 | 3 | Mar 23, 2026 |
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| Organ-level semantic segmentation | 7 | 1 | Mar 31, 2026 |
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| Pedestrian Pose Estimation | 7 | 1 | Feb 18, 2026 |
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| 4x Video Super-Resolution | 7 | 5 | Feb 18, 2026 |
|---|