Grounding & counting on RefCOCO avg
91.6Pass@1Seed 1.5-VL
Evaluation results
| Method | Links | |
|---|---|---|
| Seed 1.5-VLthinking=false, decoding=greedy2025.05 | 91.6 | |
| Seed 1.5-VLthinking=true, decoding=greedy2025.05 | 91.3 | |
| FineViT-VLLanguage Backbone=Qwen3 1.7B LLM, Evaluation Framework=VLMEvalKit [69]2026.03 | 90.6 | |
| Qwen 2.5-VL 72Bthinking=false, decoding=greedy2025.05 | 90.3 | |
| Intern3.5-VLLanguage Backbone=Qwen3 1.7B LLM, Evaluation Framework=VLMEvalKit [69]2026.03 | 88.28 | |
| Qwen3-VLLanguage Backbone=Qwen3 1.7B LLM, Evaluation Framework=VLMEvalKit [69]2026.03 | 88.04 | |
| Gemini 1.5 Prothinking=true, decoding=greedy2025.05 | 74.6 | |
| Aquila-VLLanguage Backbone=Qwen2.5 1.5B LLM, Evaluation Framework=VLMEvalKit [69]2026.03 | 63.51 |