#!/usr/bin/env bash WORK_DIR=$(cd "$(dirname "$0")/..";pwd) export PYTHONPATH=${WORK_DIR} CHCEKPOINT_PATH=$1 OUTPUT_DIR_EVAL=$(cd "$(dirname "${CHCEKPOINT_PATH}")";pwd)/mobilevlm-3.evaluation mkdir -p ${OUTPUT_DIR_EVAL} CONV_MODE=v1 cd ${WORK_DIR} DATASET_NAME=mme MODEL_GENERATOR=mobilevlm.eval.model_vqa_loader DATA_ROOT=${WORK_DIR}/data/benchmark_data/mme SPLIT_NAME=llava_mme CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash scripts/benchmark/${DATASET_NAME}.sh \ ${MODEL_GENERATOR} ${CHCEKPOINT_PATH} ${CONV_MODE} ${SPLIT_NAME} ${DATA_ROOT} ${OUTPUT_DIR_EVAL}/${DATASET_NAME} DATASET_NAME=gqa MODEL_GENERATOR=mobilevlm.eval.model_vqa_loader DATA_ROOT=${WORK_DIR}/data/benchmark_data/gqa SPLIT_NAME=llava_gqa_testdev_balanced CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash scripts/benchmark/${DATASET_NAME}.sh \ ${MODEL_GENERATOR} ${CHCEKPOINT_PATH} ${CONV_MODE} ${SPLIT_NAME} ${DATA_ROOT} ${OUTPUT_DIR_EVAL}/${DATASET_NAME} DATASET_NAME=textvqa MODEL_GENERATOR=mobilevlm.eval.model_vqa_loader DATA_ROOT=${WORK_DIR}/data/benchmark_data/textvqa SPLIT_NAME=llava_textvqa_val_v051_ocr CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash scripts/benchmark/${DATASET_NAME}.sh \ ${MODEL_GENERATOR} ${CHCEKPOINT_PATH} ${CONV_MODE} ${SPLIT_NAME} ${DATA_ROOT} ${OUTPUT_DIR_EVAL}/${DATASET_NAME} DATASET_NAME=pope MODEL_GENERATOR=mobilevlm.eval.model_vqa_loader DATA_ROOT=${WORK_DIR}/data/benchmark_data/pope SPLIT_NAME=llava_pope_test CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash scripts/benchmark/${DATASET_NAME}.sh \ ${MODEL_GENERATOR} ${CHCEKPOINT_PATH} ${CONV_MODE} ${SPLIT_NAME} ${DATA_ROOT} ${OUTPUT_DIR_EVAL}/${DATASET_NAME} DATASET_NAME=mmbench MODEL_GENERATOR=mobilevlm.eval.model_vqa_mmbench DATA_ROOT=${WORK_DIR}/data/benchmark_data/mmbench SPLIT_NAME=mmbench_dev_en_20231003 CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash scripts/benchmark/${DATASET_NAME}.sh \ ${MODEL_GENERATOR} ${CHCEKPOINT_PATH} ${CONV_MODE} ${SPLIT_NAME} ${DATA_ROOT} ${OUTPUT_DIR_EVAL}/${DATASET_NAME} DATASET_NAME=sqa MODEL_GENERATOR=mobilevlm.eval.model_vqa_science DATA_ROOT=${WORK_DIR}/data/benchmark_data/sqa SPLIT_NAME=llava_test_CQM-A CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 bash scripts/benchmark/${DATASET_NAME}.sh \ ${MODEL_GENERATOR} ${CHCEKPOINT_PATH} ${CONV_MODE} ${SPLIT_NAME} ${DATA_ROOT} ${OUTPUT_DIR_EVAL}/${DATASET_NAME}