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Ego-view Accident Reason Answering Evaluation

Ego-view accident reason answering is a multi-choice Video Question Answering (VQA) task. However, we target the question “What is the reason for the accident in this video?”. The performance is measured by the accuracy (Acc), i.e., the percentage of questions that are correctly answered.

ID	Method	Year	Code	Acc	Params	Runtime	Environment
1	HCRN	2020	code	64.65 %	43 M	...	GeForce RTX 3090
2	ClipBERT	2021	code	72.71 %	137 M	...	GeForce RTX 3090
3	VGT	2022	code	68.66 %	143 M	...	GeForce RTX 3090
4	FrozenGQA	2023	code	77.01 %	30 M	...	GeForce RTX 3090
5	CoVGT	2023	code	79.97 %	159 M	...	GeForce RTX 3090
6	SeViLA	2023	code	89.02 %	108 M	...	GeForce RTX 3090

NOTE: You can submit your metric values via the provided form. Furthermore, we would highly appreciate for your contribution with clear links to relevant articles and code for more in-depth analysis.

the result please submit here:

ID	Method	Year	Acc	Params	Runtime	Environment	Code	Paper