Object Counting on TallyQA Simple
86.3AccuracyClassic Specialist (Non-VLM)
Evaluation results
| Method | Links | |
|---|---|---|
| Classic Specialist (Non-VLM)Model Category=Classic Specialist, Task-specific fine-tuning=true2026.01 | 86.3 | |
| Omni-SMoLABackbone=PaLI-XFT2026.01 | 86.3 | |
| Youtu-VLModel Category=General-Purpose VLM, Model Parameters=4B, Instruct Version=true2026.01 | 85.1 | |
| Youtu-VLModel Size=4B2026.01 | 85.1 | |
| Classic Specialist (VLM)Model Category=Classic Specialist, Task-specific fine-tuning=true2026.01 | 84.9 | |
| Qwen3-VLModel Category=General-Purpose VLM, Model Parameters=4B, Instruct Version=true2026.01 | 79 | |
| Qwen3-VLModel Size=4B2026.01 | 79 | |
| InternVL-3.5Model Category=General-Purpose VLM, Model Parameters=4B2026.01 | 77.6 | |
| InternVL-3.5Model Size=4B2026.01 | 77.6 |