Detailed Captioning on ShapeNeRF-Text 1.0 (test) benchmark leaderboard · SOTA2 Research

Detailed Captioning on ShapeNeRF-Text 1.0 (test)

77.43S-BERT ScoreLLaNA-7b

Evaluation Results

Method	Links
LLaNA-7b2024.06		77.43	79.81	41.32	36.18	32.39
LLaNA-7b2024.06		68.63	70.54	20.64	28.33	31.76
LLaVA-vicuna-13b2024.06		61	61.16	14.3	20	23.31
LLaVA-vicuna-13b2024.06		60.21	59.51	15.07	32.16	14.64
3D-LLM2024.06		60	53.91	1.58	14.4	5.28
LLaVA-vicuna-7b2024.06		59.85	62.35	22.67	23.24	23.35
LLaVA-vicuna-13b2024.06		59.64	61.01	22.84	22.17	23.08
3D-LLM2024.06		59.46	56.42	12.69	21.49	14.32
LLaVA-vicuna-13b2024.06		59.08	58.87	23.63	23.55	22.55
PointLLM-7b2024.06		59.02	58.3	10.28	19.26	10.55
LLaVA-vicuna-7b2024.06		57.55	57.68	14.99	22.82	14.36
BLIP-2 FlanT5-xxl2024.06		56.13	58.21	5.46	18.69	9.67
LLaVA-vicuna-7b2024.06		55.68	58.46	21.97	22.46	22.5
LLaVA-vicuna-13b2024.06		54.35	56.09	21.94	21.67	22.09
LLaVA-vicuna-7b2024.06		53.11	54.46	14.73	22.47	14.05
BLIP-2 FlanT5-xxl2024.06		52.48	54.05	5.67	18.2	9.5
LLaVA-vicuna-13b2024.06		50.09	50.33	13.77	21.36	13.18
PointLLM-7b2024.06		49.59	48.84	16.74	17.92	14.56
GPT4Point-Opt-2.7b2024.06		42.44	38.33	3.72	9.21	5.13
GPT4Point-Opt-2.7b2024.06		41.85	40.22	11.76	16.54	11.63
BLIP-2 FlanT5-xxl2024.06		41.27	40.69	0.18	7.83	2.6
BLIP-2 FlanT5-xxl2024.06		38.49	37.89	0.19	7.72	2.58