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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 |
|---|---|---|---|---|
| Instance Retrieval | 4 | 3 | Jul 7, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Aspect Opinion Sentiment Triplet Extraction | 4 | 2 | Apr 16, 2026 | |
| Aspect Sentiment Pair Extraction | 4 | 2 | Feb 18, 2026 | |
| Single-agent Tracking | 4 | 1 | Feb 18, 2026 | |
| Reconstruction Completion | 4 | 1 | Feb 18, 2026 | |
| Snippet Retrieval | 4 | 1 | Feb 18, 2026 | |
| 3D Human Synthesis | 4 | 1 | Feb 27, 2026 | |
| 4 |
| 2 |
| Jul 1, 2026 |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
|---|
| Prompt Stealing | 4 | 1 | Feb 18, 2026 |
|---|
| Incident Resolution | 4 | 1 | Feb 21, 2026 |
|---|
| GUI Interaction | 4 | 4 | Jun 11, 2026 |
|---|
| Multi-Agent Pickup and Delivery (MAPD) | 4 | 1 | Apr 1, 2026 |
|---|
| Probabilistic Calibration | 4 | 1 | Feb 18, 2026 |
|---|
| Binary Real-vs-Synthetic Detection | 4 | 1 | Feb 18, 2026 |
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| Visual Grounded Reasoning | 4 | 13 | Jun 24, 2026 |
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| Top-5 Disease Classification | 4 | 1 | Feb 18, 2026 |
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| S2EF | 4 | 1 | Feb 18, 2026 |
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| Image Reconstruction and Generation | 4 | 2 | Mar 10, 2026 |
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| Active Object Recognition | 4 | 1 | Feb 18, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| Common-sense QA | 4 | 4 | Jun 5, 2026 |
|---|