| fs-mevqa-on-sme | GLM-4V | #5 | BLEU-4: 14.45METEOR: 17.53ROUGE-L: 24.28CIDEr: 127.37… |
| long-context-understanding-on-mmneedle | CogVLM2-Llama-3 | #7 | 1 Image, 4*4 Stitching, Exact Accuracy: 0.9… |
| long-context-understanding-on-mmneedle | CogVLM-17B | #9 | 1 Image, 4*4 Stitching, Exact Accuracy: 0.1… |
| visual-question-answering-on-mm-vet | GLM4 Vision | #18 | GPT-4 score: 63.9 |
| visual-question-answering-on-mm-vet | CogVLM(Vicuna-7B) | #39 | GPT-4 score: 52.8Params: 17B |
| visual-question-answering-on-mm-vet-v2 | CogVLM-Chat | #10 | GPT-4 score: 45.1±0.2 |
| visual-question-answering-vqa-on-core-mm | CogVLM-Chat | #4 | Overall score: 37.16Deductive: 36.75Abductive: 47.88… |