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LLM Stats
ODinW
Object Detection in the Wild (ODinW) benchmark for evaluating object detection models' task-level transfer ability across diverse real-world datasets in terms of prediction accuracy and adaptation efficiency
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- image
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 16
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Qwen3.6 Plus | 0.518 | Not recorded | Not recorded | 2026-04-02 · model_announcement | LLM Stats |
| Qwen3.7-Plus | 0.511 | Not recorded | Not recorded | 2026-05-31 · model_announcement | LLM Stats |
| Qwen3.6-35B-A3B | 0.508 | Not recorded | Not recorded | 2026-04-16 · model_announcement | LLM Stats |
| Qwen3 VL 235B A22B Instruct | 0.486 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 4B Instruct | 0.482 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 30B A3B Instruct | 0.475 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 32B Instruct | 0.466 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 8B Instruct | 0.447 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3.5-122B-A10B | 0.445 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3 VL 235B A22B Thinking | 0.432 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3.5-35B-A3B | 0.426 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen2.5-Omni-7B | 0.424 | Not recorded | Not recorded | 2025-03-27 · model_announcement | LLM Stats |
| Qwen3 VL 30B A3B Thinking | 0.423 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3.5-27B | 0.411 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3 VL 8B Thinking | 0.398 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 4B Thinking | 0.394 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |