Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Video Motion Editing | 4 | 3 | Jun 19, 2026 | |
| Trojaned Model Detection | 4 | 1 | Feb 18, 2026 | |
| Key-to-Chinese Conversion (K2C) | 4 | 1 | Feb 18, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Relation Retrieval | 4 | 2 | Jul 3, 2026 | |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 | |
| Visual Grounded Reasoning | 4 | 13 | Jun 24, 2026 | |
| Prompt Stealing | 4 | 1 | Feb 18, 2026 | |
| Multimodal Tool Use |
| 4 |
| 5 |
| Jul 1, 2026 |
| Large Multi-modal Model Evaluation | 4 | 4 | Apr 8, 2026 |
|---|
| Medical Knowledge | 4 | 6 | May 11, 2026 |
|---|
| Multi-step short-term forecasting | 4 | 2 | Feb 22, 2026 |
|---|
| Top-5 Disease Classification | 4 | 1 | Feb 18, 2026 |
|---|
| Instance Retrieval | 4 | 3 | Jul 7, 2026 |
|---|
| Binary Real-vs-Synthetic Detection | 4 | 1 | Feb 18, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Probabilistic Calibration | 4 | 1 | Feb 18, 2026 |
|---|
| Aspect Opinion Sentiment Triplet Extraction | 4 | 2 | Apr 16, 2026 |
|---|
| Human Reenactment | 4 | 1 | Feb 18, 2026 |
|---|
| Aspect Sentiment Pair Extraction | 4 | 2 | Feb 18, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Single-agent Tracking | 4 | 1 | Feb 18, 2026 |
|---|
| Reconstruction Completion | 4 | 1 | Feb 18, 2026 |
|---|
| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
|---|
| Snippet Retrieval | 4 | 1 | Feb 18, 2026 |
|---|