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3D Dense Captioning on Scan2Cap

41.3BLEU-4 @0.5

Video-3D LLM (Uniform)

Updated 4d ago

Evaluation Results

Method	Links
Video-3D LLM (Uniform) 2024.11		41.3	-	-	-	-	83.8	-	-	-	-	-	-
LLaVA-3D 2024.11		41.1	-	-	-	-	79.2	-	-	-	-	-	-
Video-3D LLM (MC) 2024.11		40.2	-	-	-	-	80	-	-	-	-	-	-
M3DRef-CLIP 2024.11		38.4	-	-	-	-	-	-	-	-	-	-	-
LEO 2024.11		38.2	-	-	-	-	72.4	-	-	-	-	-	-
Vote2Cap-DETR++ 2023.12		37.1	-	-	-	-	67.6	-	-	-	-	-	-
LEO 2023.12		36.9	-	-	-	-	68.4	-	-	-	-	-	-
LL3DA 2023.12		36.8	-	-	-	-	65.2	-	-	-	-	-	-
Chat-Scene 2023.12		36.3	-	-	-	-	77.1	-	-	-	-	-	-
ChatScene 2024.11		36.3	-	-	-	-	77.1	-	-	-	-	-	-
LL3DA 2024.11		36	-	-	-	-	62.9	-	-	-	-	-	-
PQ3D 2024.11		36	-	-	-	-	80.3	-	-	-	-	-	-
Grounded 3D-LLM 2024.11		35.5	-	-	-	-	70.6	-	-	-	-	-	-
3D-VisTA 2023.08		34.1	66.8	36.6	28	58.4	61.6	26.8	55	-	-	-	-
3D-VisTA 2023.08		34	71	36.5	28.4	57.6	66.9	27.1	54.3	-	-	-	-
3D-VisTA 2023.12		34	-	-	-	-	66.9	-	-	-	-	-	-
3D-VisTA 2024.11		34	-	-	-	-	66.9	-	-	-	-	-	-
3D-VLP 2023.12		32.3	-	-	-	-	54.9	-	-	-	-	-	-
Chat-3D v2 2024.11		31.8	-	-	-	-	63.9	-	-	-	-	-	-
3DJCG 2023.08		31.5	60.9	39.7	27.5	59	47.7	24.3	51.8	-	-	-	-
3DJCG 2023.12		31	-	-	-	-	49.5	-	-	-	-	-	-
Scan2Cap 2023.08		22.4	53.7	34.3	26.1	55	35.2	21.4	43.5	-	-	-	-
Scan2Cap 2024.11		22.4	-	-	-	-	35.2	-	-	-	-	-	-
Scan2Cap 2024.03		-	-	-	-	-	-	-	-	35.2	22.4	21.4	43.5
3D-LLM 2024.03		-	-	-	-	-	-	-	-	-	8.1	13.1	33.2
Scene-LLM 2024.03		-	-	-	-	-	-	-	-	37.9	24.1	21.8	45.6
GPT-4o 2025.12		-	-	-	-	-	-	-	-	7	5.5	17.1	38.5
CVP 2025.12		-	-	-	-	-	-	-	-	90.5	41.7	28.9	62.2