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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 |
|---|---|---|---|---|
| Monocular Metric Depth Estimation | 7 | 5 | Jun 1, 2026 | |
| Soundscape Classification | 7 | 2 | May 21, 2026 | |
| Question Answering and Commonsense Reasoning | 7 | 8 | Jun 4, 2026 | |
| Response Similarity | 7 | 2 | May 13, 2026 | |
| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 | |
| Agentic Task Execution | 7 | 2 | Jun 11, 2026 | |
| Region Classification | 7 | 4 | Jun 30, 2026 | |
| Communication Delay Evaluation | 7 | 1 | Feb 19, 2026 | |
| Audio Coding | 7 | 4 | Jun 11, 2026 | |
| Zero-shot Accuracy |
|---|
| 7 |
| 7 |
| May 26, 2026 |
| Dose-response estimation | 7 | 2 | May 12, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
|---|
| Pedestrian Pose Estimation | 7 | 1 | Feb 18, 2026 |
|---|
| Base-to-new class generalization | 7 | 2 | Jun 18, 2026 |
|---|
| Multi-agent trajectory forecasting | 7 | 2 | May 22, 2026 |
|---|
| Motion Imitation | 7 | 2 | Feb 18, 2026 |
|---|
| Bayesian Neural Network Regression | 7 | 4 | Jun 25, 2026 |
|---|
| Drawer | 7 | 8 | Jun 12, 2026 |
|---|
| PII Extraction | 7 | 4 | Jun 4, 2026 |
|---|
| Cross-lingual retrieval | 7 | 5 | May 26, 2026 |
|---|
| Embedding Inversion | 7 | 3 | Mar 23, 2026 |
|---|
| Cover Song Identification | 7 | 6 | Feb 21, 2026 |
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| Tumor Core Segmentation | 7 | 7 | Jun 9, 2026 |
|---|
| Robotic Trajectory Tracking | 7 | 2 | Jun 18, 2026 |
|---|
| Cross-modal Person Re-identification | 7 | 2 | Feb 25, 2026 |
|---|