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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 |
|---|---|---|---|---|
| Photorealistic Image-to-Image Translation | 2 | 1 | Feb 18, 2026 | |
| Dialogue commonsense evaluation | 2 | 1 | Feb 18, 2026 | |
| Motion-guided Image Editing | 2 | 1 | Mar 24, 2026 | |
| Selective Captioning | 2 | 1 | Feb 19, 2026 | |
| Camera movement understanding | 2 | 2 | Jul 7, 2026 | |
| Part-based 3D Object Generation | 2 | 1 | Mar 24, 2026 | |
| Mathematical Calculation | 2 | 2 | Apr 10, 2026 | |
| Multilabel Image Classification | 2 | 1 | Feb 18, 2026 | |
| Knowledge Intensive |
| 2 |
| 1 |
| Mar 24, 2026 |
| Semantic Labelling | 2 | 1 | Feb 18, 2026 |
|---|
| POMDP Abstraction | 2 | 1 | Mar 24, 2026 |
|---|
| Multimodal Agent Evaluation | 2 | 1 | Mar 24, 2026 |
|---|
| Video-to-Video lip-syncing | 2 | 1 | Feb 19, 2026 |
|---|
| Emotional talking head reconstruction | 2 | 1 | Mar 24, 2026 |
|---|
| Evaluation Reliability | 2 | 1 | Mar 24, 2026 |
|---|
| Multimodal Search-based Question Answering | 2 | 5 | Jun 30, 2026 |
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| Image Recombination | 2 | 1 | Feb 19, 2026 |
|---|
| Robotic Trajectory Generation | 2 | 1 | Feb 19, 2026 |
|---|
| Text-to-outfit retrieval | 2 | 1 | Feb 18, 2026 |
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| Query-based Summarization | 2 | 2 | Jun 5, 2026 |
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| Vehicle Recognition | 2 | 1 | Feb 18, 2026 |
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| 200-way retrieval | 2 | 3 | May 19, 2026 |
|---|
| Push recovery | 2 | 2 | Jun 5, 2026 |
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| Document background generation | 2 | 2 | Feb 20, 2026 |
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| Multi-class Alzheimer's Disease Classification | 2 | 1 | Feb 19, 2026 |
|---|