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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 |
|---|---|---|---|---|
| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 | |
| Non-rigid registration | 9 | 4 | Apr 10, 2026 | |
| Point Cloud Segmentation | 9 | 5 | Jun 11, 2026 | |
| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 | |
| few-shot node classification | 9 | 6 | Jun 11, 2026 | |
| Human move prediction | 9 | 2 | May 20, 2026 | |
| ICU Admission prediction | 9 | 2 | Mar 18, 2026 | |
| Multi-choice Video Question Answering | 9 | 14 | Jun 16, 2026 | |
| Outcome Prediction |
| 9 |
| 4 |
| Jun 26, 2026 |
| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
|---|
| Evolutionary Multi-Task Optimization | 9 | 1 | Apr 1, 2026 |
|---|
| Argument identification and classification | 9 | 5 | Feb 25, 2026 |
|---|
| Image Watermark Evaluation | 9 | 1 | Feb 19, 2026 |
|---|
| Open-domain dialogue | 9 | 5 | May 15, 2026 |
|---|
| Image Representation | 9 | 6 | Jun 5, 2026 |
|---|
| ECG Digitization | 9 | 2 | Jul 2, 2026 |
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| Object Rearrangement | 9 | 6 | Jun 18, 2026 |
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| Multi-document Question Answering | 9 | 13 | Jul 2, 2026 |
|---|
| Backdoor Mitigation | 9 | 3 | May 14, 2026 |
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| Pairwise Comparison | 9 | 4 | Mar 4, 2026 |
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| Molecule Classification | 9 | 2 | Feb 18, 2026 |
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| Tumor classification | 9 | 6 | Jun 29, 2026 |
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| Referring Video Segmentation | 9 | 28 | May 15, 2026 |
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| Category-level 6D Object Pose Estimation | 9 | 9 | Jun 23, 2026 |
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| Joint audio-video generation | 9 | 8 | May 13, 2026 |
|---|