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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 |
|---|---|---|---|---|
| Multimodal Facial Understanding | 1 | 1 | Feb 20, 2026 | |
| Post-flood water mapping | 1 | 1 | Feb 20, 2026 | |
| Video Multi-modal Multi-task Understanding | 1 | 1 | May 12, 2026 | |
| Social Interaction Video Generation | 1 | 1 | May 12, 2026 | |
| Caption-only Clustering | 1 | 1 | Feb 19, 2026 | |
| Online spatio-temporal understanding | 1 | 1 | May 12, 2026 | |
| Object State Change Classification (OSCC) | 1 | 2 | Feb 18, 2026 | |
| RFL-ReID | 1 | 1 | Feb 20, 2026 | |
| Image-to-caption generation |
| 1 |
| 1 |
| Feb 18, 2026 |
| L-ReID | 1 | 1 | Feb 20, 2026 |
|---|
| Residual Watermark Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Drag | 1 | 1 | Feb 20, 2026 |
|---|
| Purity Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-label HOI classification | 1 | 1 | Feb 18, 2026 |
|---|
| Embryo Orientation Classification | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Human Mesh Recovery and Human-scene Contact | 1 | 1 | Feb 18, 2026 |
|---|
| Object Occlusion | 1 | 1 | Feb 20, 2026 |
|---|
| Feature Identification | 1 | 1 | Feb 20, 2026 |
|---|
| Cross-Modal Reasoning on Visual Properties | 1 | 1 | Feb 20, 2026 |
|---|
| Monte Carlo Denoising | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Question Answering (Multi-choice) | 1 | 5 | Apr 2, 2026 |
|---|
| Change-Detection-based Visual Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Knee Osteoarthritis Grading | 1 | 2 | Apr 28, 2026 |
|---|
| Video Compression and Reconstruction | 1 | 1 | Feb 20, 2026 |
|---|
| Head Pose Generation | 1 | 1 | Feb 20, 2026 |
|---|