OpenVLM MMT-Bench - Depth Estimation: leaderboard

The "Depth Estimation" 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 VL 72B75#460
2InternVL3-38B70#405
3Qwen 2 VL 7B70#750
4InternVL3-14B70#505
5Gemini 1.5 Flash60#618
6Grok 2 (1212)60#496
7Aquila-VL-2B45#1238
8InternVL3-8B40#620
9InternVL3-78B30#352
10MiniCPM-V-2.630#836
11Gemma 3 27B30#607
12GPT-4.1 (2025-04-14)25#250
13Pixtral-12B25#808
14Gemini 1.5 Pro25#445
15Gemma 3 12B25#671

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-depth-estimation · How It Works · Data refreshed daily, snapshot 2026-10-20.