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Video Captioning on MSVD

195.6CIDEr

MaMMUT

Updated 8d ago

Evaluation Results

Method
MaMMUT 2023.03	195.6	-	-	-	-	-
GIT2 2023.02	185.4	82.2	52.3	88.7	-	-
GIT-2 2023.10	185.4	82.2	52.3	-	-	88.7
GIT2 (5.1B) 2023.04	185.4	82.2	52.3	88.7	-	-
GIT2 2022.05	185.4	82.2	52.3	-	-	88.7
GIT2 2022.05	185.4	82.2	52.3	88.7	-	-
GIT2 2023.03	185.2	-	-	-	-	-
GIT 2023.02	180.2	79.5	51.1	87.3	-	-
GIT 2023.03	180.2	-	-	-	-	-
GIT 2024.04	180.2	-	51.1	-	-	-
GIT 2023.04	180.2	79.5	51.1	87.3	-	-
GIT 2022.05	180.2	79.5	51.1	-	-	87.3
GIT 2022.05	180.2	79.5	51.1	87.3	-	-
MA-LMM 2024.04	179.1	-	51	-	-	-
VALORL 2023.04	178.5	80.7	51	87.9	-	-
Video-LLaMA 2024.04	175.3	-	49.8	-	-	-
mPLUG-2 2023.02	165.8	75	48.4	85.3	-	-
mPLUG-2 2024.04	165.8	-	48.4	-	-	-
GITL 2023.04	162.9	75.8	48.7	85.5	-	-
GIT-Large 2022.05	162.9	75.8	48.7	-	-	85.5
GITL 2022.05	162.9	75.8	48.7	85.5	-	-
VALORB 2023.04	162.1	76.1	48	85.2	-	-
VALOR 2023.04	156.1	74.3	47.1	83.8	-	-
HowToCaption 2023.10	154.2	70.4	46.4	-	-	83.2
BLIP + HowTo100M 2023.10	151.4	69.3	46.2	-	-	83
LAVENDER 2023.01	150.7	-	-	-	-	-
LAVENDER 2023.02	150.7	-	-	-	-	-
LAVENDER 2023.10	150.7	-	-	-	-	-
LAVENDER 2023.04	150.7	-	-	-	-	-
BLIP 2023.10	148.6	68	45.3	-	-	82.8
mPLUG-2Base 2023.02	148.2	69.3	45.1	81.9	-	-
mPlug-2 2023.10	148.2	69.3	45.1	-	-	81.9
SeViT† FiD 2023.01	148.1	69.1	46.3	83	-	-
HiTeA 2022.12	146.9	-	-	-	-	-
HiTeA 2023.02	146.9	71	45.3	81.4	-	-
HiTeA 2023.10	146.9	-	-	-	-	-
Vid2Seq 2023.03	146.2	-	-	-	-	-
Vid2Seq 2023.10	146.2	45.3	-	-	-	-
ClusterSTM 2026.03	145.6	-	-	-	-	-
STM 2026.03	145.4	-	-	-	-	-
HiTeA 2022.12	145.1	-	-	-	-	-
HiTeA 2026.03	145.1	-	-	-	-	-
LAVENDER 2022.12	142.9	-	-	-	-	-
GIT-B 2023.10	142.6	69.3	44.5	-	-	81.4
GIT-Base 2022.05	142.6	69.3	44.5	-	-	81.4
GITB 2022.05	142.6	69.3	44.5	81.4	-	-
VIOLETV2 2022.09	139.2	-	-	-	-	-
VIOLETv2 2023.04	139.2	-	-	-	-	-
VIOLETv2 2026.03	139.2	-	-	-	-	-
LAVENDER 2026.03	139.2	-	-	-	-	-
SeViT MAR 2023.01	136.1	64.6	42.9	80.3	-	-
SeViT FiD 2023.01	135.5	66.9	43.7	80.9	-	-
SeViT-S FiD 2023.01	134.9	65.7	43.3	79.8	-	-
STOA-VLP 2023.12	131.8	64.4	-	-	-	83.9
Uni-Perceiver 2021.12	131	61.5	42.3	79	7.7	-
VIOLETV2 2023.03	130.2	-	-	-	-	-
SeViT-S MAR 2023.01	127.4	64	42.9	79.5	-	-
Tarsier-34B 2024.06	125.9	-	-	-	-	-
RTQ 2023.12	123.4	66.9	-	-	-	82.8
OmniViD 2024.03	122.5	59.7	42.2	78.1	-	-
SwinBERT 2022.12	120.6	-	-	-	-	-
SwinBERT 2023.01	120.6	58.2	41.3	77.5	-	-
SwinBERT 2023.02	120.6	58.2	41.3	77.5	-	-
SwinBERT 2022.09	120.6	-	-	-	-	-
SWINBert 2023.03	120.6	-	-	-	-	-
SwinBERT 2023.12	120.6	58.2	-	-	-	77.5
SwinBERT 2024.04	120.6	-	41.3	-	-	-
SwinBERT 2023.10	120.6	58.2	41.3	-	-	77.5
SwinBERT 2023.04	120.6	58.2	41.3	77.5	-	-
SwinBERT 2022.05	120.6	58.2	41.3	-	-	77.5
SwinBERT 2022.05	120.6	58.2	41.3	77.5	-	-
SwinBERT 2024.03	120.6	58.2	41.3	77.5	-	-
SwinBERT 2026.03	120.6	-	-	-	-	-
Uni-Perceiver 2021.12	112.1	57.2	39.1	75.6	6.8	-
KG-VCN 2026.04	107.1	64.9	39.7	-	-	77.2
TextKG 2023.12	105.2	60.8	-	-	-	75.1
Uni-Perceiver 2021.12	104.8	54.8	38.9	74.7	6.6	-
HMN 2023.12	104	59.2	-	-	-	75.1
MUFI 2022.01	101.5	56.9	37.4	74.2	-	-
MGRMP 2026.04	98.5	55.8	36.9	-	-	74.5
LSRT 2026.04	98.5	55.6	37.1	-	-	73.5
EFFECT 2026.04	98.5	56.9	36.6	-	-	74.2
Tarsier-7B 2024.06	98	-	-	-	-	-
RSFD 2026.04	96.7	51.2	35.7	-	-	72.9
DiffVC 2026.04	95.6	53.5	37.1	-	-	72.5
ORG-TRL 2021.12	95.2	54.3	36.4	73.9	-	-
ORG-TRL 2022.01	95.2	54.3	36.4	73.9	-	-
ORG-TRL 2023.01	95.2	54.3	36.4	73.9	-	-
ORG-TRL 2023.03	95.2	-	-	-	-	-
ORG-TRL 2023.04	95.2	54.3	36.4	73.9	-	-
ORG-TRL 2022.05	95.2	54.3	36.4	-	-	73.9
ORG-TRL 2022.05	95.2	54.3	36.4	73.9	-	-
ORG-TRL 2024.03	95.2	54.3	36.4	73.9	-	-
ORG-TRL 2026.04	95.2	54.3	36.4	-	-	73.9
PMI-CAP 2022.05	95.1	54.6	36.4	-	-	-
PMI-CAP 2022.05	95.1	54.6	36.4	-	-	-
PMI-CAP 2024.03	95.1	54.6	36.4	-	-	-
PMI-CAP 2026.04	95.1	54.6	36.4	-	-	-
SGN 2026.04	94.3	52.8	35.5	-	-	72.9
InternVideo2 2024.06	93.1	-	-	-	-	-

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