#!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Gas_5P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Gas_5P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Gas_5P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Gas_5P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Gas_10P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Gas_10P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Gas_10P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Gas_10P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Gas_20P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Gas_20P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Gas_20P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Gas_20P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Gas_40P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Gas_40P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Gas_40P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Gas_40P_0203 ################################################################################################################## cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Rand_5P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Rand_5P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Rand_5P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Rand_5P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Rand_10P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Rand_10P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Rand_10P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Rand_10P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Rand_20P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Rand_20P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Rand_20P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Rand_20P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_Rand_40P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_Rand_40P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_Rand_40P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_Rand_40P_0203 ############################################################################################################################ cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_High_5P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_High_5P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_High_5P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_High_5P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_High_10P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_High_10P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_High_10P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_High_10P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_High_20P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_High_20P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_High_20P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_High_20P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/NIPS_2025/LLaVA #!/bin/bash python -m llava.eval.model_vqa_loader \ --model-path checkpoints/llava-v1.5-7b-task-llava_image_tune_logits_NImg_High_40P_0203 \ --question-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/llava_mme.jsonl \ --image-folder /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/MME_Benchmark_release_version \ --answers-file /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/answers/llava_image_tune_logits_NImg_High_40P_0203.jsonl \ --temperature 0 \ --conv-mode vicuna_v1 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME python convert_answer_to_mme.py --experiment llava_image_tune_logits_NImg_High_40P_0203 cd /inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/albus/DataSet/LLaVA-VQA-Eval/MME/eval_tool python calculation.py --results_dir answers/llava_image_tune_logits_NImg_High_40P_0203