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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 |
|---|---|---|---|---|
| Shot-Language Understanding | 2 | 1 | Mar 20, 2026 | |
| Instance-decomposed Reconstruction | 2 | 1 | Mar 20, 2026 | |
| Put Bread into Oven | 2 | 1 | Feb 20, 2026 | |
| Monocular 3D Object Tracking | 2 | 1 | Mar 20, 2026 | |
| Zero-shot Reasoning and Knowledge | 2 | 2 | Apr 14, 2026 | |
| Scar Segmentation | 2 | 2 | May 1, 2026 | |
| Image Steganographic Recovery | 2 | 1 | Feb 18, 2026 | |
| Audio Target Object Removal | 2 | 1 | Feb 20, 2026 | |
| Image Aesthetic Quality Assessment |
| 2 |
| 1 |
| Mar 20, 2026 |
| Hang Cups | 2 | 3 | Jun 30, 2026 |
|---|
| Stress field reconstruction | 2 | 1 | Mar 20, 2026 |
|---|
| Pneumonia localization | 2 | 1 | Feb 18, 2026 |
|---|
| Node Labeling | 2 | 1 | Feb 18, 2026 |
|---|
| Relevance Scoring | 2 | 1 | Feb 20, 2026 |
|---|
| Difficulty | 2 | 1 | Feb 18, 2026 |
|---|
| Non-convex optimization | 2 | 2 | Jun 16, 2026 |
|---|
| Variogram Preservation | 2 | 1 | Mar 20, 2026 |
|---|
| Generalized Source-free Domain Adaptation | 2 | 2 | Feb 18, 2026 |
|---|
| Image Captioning Hallucination Detection | 2 | 2 | Mar 30, 2026 |
|---|
| Multi-turn decision making | 2 | 2 | Jul 8, 2026 |
|---|
| Fermi energy prediction | 2 | 2 | Feb 18, 2026 |
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| Multimodal Image Registration | 2 | 2 | Mar 4, 2026 |
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| Regret Bound Estimation | 2 | 1 | Mar 20, 2026 |
|---|
| Multi-Robot Collaboration Planning | 2 | 1 | Mar 20, 2026 |
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| Model-free learning | 2 | 1 | Mar 20, 2026 |
|---|