Any benchmark doesn't requires OPENAI key?

[LukeLIN-web]

I have tried : MMMU-val | Flickr30K | AI2D | Math-Vision | MathVista-mini

script is like

accelerate launch --num_processes=${NGPU} --main_process_port=12345 -m lmms_eval \
    --model mmada \
    --model_args=pretrained=Gen-Verse/MMaDA-8B-MixCoT,gen_method=${GEN_METHOD},gen_length=${GEN_LENGTH},diff_step=${DIFF_STEP},block_length=${BLOCK_LENGTH},reasoning=True \
    --tasks mathvision_test_mmada \
    --batch_size 1 \
    --log_samples \
    --output_path "./results"

But all shows
Error on attempt 1: Error code: 401 - {'error': {'message': 'Incorrect API key provided: YOUR_API_KEY. You can find your API key at https://platform.openai.com/account/api-keys.', 'type': 'invalid_request_error', 'param': None, 'code': 'invalid_api_key'}}�