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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 |
|---|---|---|---|---|
| Gait Detection | 1 | 1 | Feb 21, 2026 | |
| Object Collision | 1 | 1 | Feb 18, 2026 | |
| Large Vision-Language Modeling | 1 | 2 | Feb 27, 2026 | |
| White-box Membership Inference Attack | 1 | 1 | Feb 21, 2026 | |
| Low-level Vision Evaluation | 1 | 1 | Feb 27, 2026 | |
| Seismic Horizon Tracking | 1 | 1 | Feb 21, 2026 | |
| Social Relationship Recognition (Fine-level) | 1 | 2 | Feb 18, 2026 | |
| Vehicle 3D Detection | 1 | 1 | Feb 18, 2026 | |
| Robust Explanation Computation |
| 1 |
| 1 |
| Feb 21, 2026 |
| Local tone mapping | 1 | 1 | Feb 20, 2026 |
|---|
| Vision-related Reasoning and Perception | 1 | 3 | May 19, 2026 |
|---|
| Multi-image visual perception | 1 | 3 | Apr 15, 2026 |
|---|
| Image Realism Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Face inpainting (Half) | 1 | 2 | Feb 21, 2026 |
|---|
| Incremental Domain Learning | 1 | 1 | Feb 18, 2026 |
|---|
| Tumor Burden Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Face inpainting (Completion) | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Transcriptomics | 1 | 1 | Feb 21, 2026 |
|---|
| Face inpainting (Expand) | 1 | 1 | Feb 18, 2026 |
|---|
| GUI Interaction Localization | 1 | 1 | Feb 21, 2026 |
|---|
| Face inpainting (Thick Line) | 1 | 1 | Feb 18, 2026 |
|---|
| Predicting cooperation decisions in lane-changing maneuvers | 1 | 1 | Feb 21, 2026 |
|---|
| Face inpainting (Medium Line) | 1 | 1 | Feb 18, 2026 |
|---|
| Joint Outcome Classification | 1 | 1 | Feb 21, 2026 |
|---|
| Spiking Heidelberg Digits Recognition | 1 | 1 | Feb 21, 2026 |
|---|