OpenVLM MMT-Bench - Salient Object Detection RGBD: leaderboard

The "Salient Object Detection RGBD" subtask of OpenVLM MMT-Bench. OpenCompass OpenVLM evaluation of MMT-Bench: multimodal tasks covering visual recognition, localization, OCR, counting, relation reasoning, visual math, and hallucination detection.

Metric: Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 207 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 VL 7B65#643
2InternVL3-78B60#352
3Gemini 1.5 Flash60#618
4InternVL3-8B55#620
5InternVL2-8B55#817
6Qwen 2 VL 72B55#460
7Gemini 1.5 Pro55#445
8Grok 2 (1212)55#496
9GPT-4.1 Nano50#731
10InternVL3-38B50#405
11GPT-4.1 (2025-04-14)50#250
12Qwen 2 VL 7B50#750
13Gemma 3 27B50#607
14MiniCPM-V-2.645#836
15Pixtral-12B45#808

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-salient-object-detection-rgbd · How It Works · Data refreshed daily, snapshot 2026-10-20.