LetTokenBurnMM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
$ npm i -g lettokenburn-cli$ ltb bench info mm-vet
External harness. No Harbor adapter has been generated for this benchmark yet. `ltb bench info` prints the known links.
Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs
| Harness | Source | Confidence | Link | |||
|---|---|---|---|---|---|---|
| Gemini 2.0 Flash Experimental | 81.2 | N/A | Independent | medium | N/A | paperswithcode.com |
| Gemini Exp 1206 | 78.1 | N/A | Independent | medium | N/A | paperswithcode.com |
| Qwen2-VL-72B | 74.0 | N/A | Independent | medium | Sep 18, 2024 | arxiv.org |
| InternVL2.5-78B | 72.3 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| GLM-4V-Plus | 71.1 | N/A | Independent | medium | Aug 29, 2024 | arxiv.org |
| InternVL2.5-38B | 68.8 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| GPT-4o-mini | 68.6 | N/A | Independent | medium | Mar 15, 2023 | arxiv.org |
| GPT-4V | 67.7 | N/A | Independent | medium | Mar 15, 2023 | arxiv.org |
| GPT-4V-Turbo-detail:high | 67.6 | N/A | Independent | medium | Mar 15, 2023 | arxiv.org |
| Qwen-VL-Max | 66.6 | N/A | Independent | medium | Aug 24, 2023 | arxiv.org |
| Baichuan-Omni | 65.4 | N/A | Independent | medium | Oct 11, 2024 | arxiv.org |
| InternVL2.5-26B | 65.0 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| InternVL2-Llama3-76B | 64.4 | N/A | Independent | medium | N/A | paperswithcode.com |
| GLM4 Vision | 63.9 | N/A | Independent | medium | Nov 6, 2023 | arxiv.org |
| LLaVA-OneVision-72B | 63.7 | N/A | Independent | medium | Aug 6, 2024 | arxiv.org |
| InternVL2.5-8B | 62.8 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| InternVL 1.5 | 62.8 | N/A | Independent | medium | Apr 25, 2024 | arxiv.org |
| MAmmoTH-VL-8B | 62.3 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| Qwen2-VL-7B | 62.0 | N/A | Independent | medium | Sep 18, 2024 | arxiv.org |
| InternVL2-40B | 61.8 | N/A | Independent | medium | N/A | paperswithcode.com |
| Qwen-VL-Plus | 61.1 | N/A | Independent | medium | Aug 24, 2023 | arxiv.org |
| InternVL2.5-2B | 60.8 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| InternVL2.5-4B | 60.6 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| GLM-4V-9B | 58.0 | N/A | Independent | medium | Aug 29, 2024 | arxiv.org |
| LLaVA-OneVision-7B | 57.5 | N/A | Independent | medium | Aug 6, 2024 | arxiv.org |
| LLaVA-NeXT-34B | 57.4 | N/A | Independent | medium | N/A | paperswithcode.com |
| InternLM-XComposer2 | 51.2 | N/A | Independent | medium | Jan 29, 2024 | arxiv.org |
| Qwen2-VL-2B | 49.5 | N/A | Independent | medium | Sep 18, 2024 | arxiv.org |
| InternVL 1.2 | 48.9 | N/A | Independent | medium | Apr 25, 2024 | arxiv.org |
| InternVL2.5-1B | 48.8 | N/A | Independent | medium | Dec 6, 2024 | arxiv.org |
| DeepSeek-VL | 41.5 | N/A | Independent | medium | Mar 8, 2024 | arxiv.org |
| LLaVA1.5-13B-MDA | 39.9 | N/A | Independent | medium | Nov 21, 2024 | arxiv.org |
| LLaVA-1.5-LLaMA3-8B | 37.8 | N/A | Independent | medium | Jun 12, 2024 | arxiv.org |
| LLaVA-COCO-13B | 37.5 | N/A | Independent | medium | Jan 17, 2024 | arxiv.org |
| LLaVA1.5-7B-BPO | 36.8 | N/A | Independent | medium | Mar 13, 2024 | arxiv.org |
| LLaVA-1.5-13B | 36.3 | N/A | Independent | medium | Oct 5, 2023 | arxiv.org |
| LLaVA-HR-X | 35.5 | N/A | Independent | medium | Mar 5, 2024 | arxiv.org |
| LLaVA1.5-7B-MDA | 35.2 | N/A | Independent | medium | Nov 21, 2024 | arxiv.org |
| LLaVA-1.5-7B | 31.1 | N/A | Independent | medium | Oct 5, 2023 | arxiv.org |
| LLaVA-AlignedVQ | 30.7 | N/A | Independent | medium | Nov 8, 2024 | arxiv.org |
| LLaVA-1.5-HACL | 30.4 | N/A | Independent | medium | Dec 12, 2023 | arxiv.org |
| LLaVA-OneVision-0.5B | 29.1 | N/A | Independent | medium | Aug 6, 2024 | arxiv.org |
| LLaVA-Phi | 28.9 | N/A | Independent | medium | Jan 4, 2024 | arxiv.org |
Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities