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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 |
|---|---|---|---|---|
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| WSI diagnostic classification | 3 | 1 | Feb 20, 2026 | |
| BaseColor Estimation | 3 | 3 | Mar 23, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| RGB-D Co-Salient Object Detection | 3 | 1 | Feb 18, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Unrectified Two-view Depth Estimation |
| 3 |
| 1 |
| Feb 20, 2026 |
| Generalized Zero-Shot Learning Concept Prediction | 3 | 1 | Feb 20, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| NeRF Recoloring | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Relation Detection | 3 | 4 | May 12, 2026 |
|---|
| Sentiment Triplet Extraction | 3 | 4 | Feb 18, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| EEG-Driven Image Generation | 3 | 2 | Feb 21, 2026 |
|---|
| Stereotypical Bias Evaluation | 3 | 3 | Jun 1, 2026 |
|---|
| Coarse-grained Vision-Language Navigation | 3 | 2 | Jun 17, 2026 |
|---|
| Fine-grained Vision-Language Navigation | 3 | 2 | Jun 17, 2026 |
|---|
| Multi-label video classification | 3 | 4 | Feb 18, 2026 |
|---|
| Long-term human-object interaction synthesis | 3 | 2 | May 8, 2026 |
|---|
| Hyper-relational extraction | 3 | 3 | Apr 23, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Multimodal Hate Speech Detection | 3 | 4 | Jun 25, 2026 |
|---|