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Image Captioning on Pascal-50S (test)

70HC

Polos

Updated 4d ago

Evaluation Results

Method
Polos 2024.06	70	99.6	97.4	79	86.5
RefFLEUR 2024.06	68	99.8	98	76.1	85.5
RefPAC-S 2023.03	67.7	99.6	96	75.6	84.7
RefPAC-S 2024.06	67.7	99.6	96	75.6	84.7
MID 2022.05	67	99.7	97.4	76.8	85.2
MID 2023.03	67	99.7	97.4	76.8	85.2
CIDEr 2023.03	66.5	97.9	90.7	65.2	80.1
METEOR 2023.03	66	97.7	94	66.6	81.1
BERT-S (ROBERTa-F) 2022.05	65.4	96.2	93.3	61.4	79.1
BERT-S++ 2022.05	65.4	98.1	96.4	60.3	80.1
BERT-S (ROBERTa-F) 2021.04	65.4	96.2	93.3	61.4	79.1
BERT-S++ 2021.04	65.4	98.1	96.4	60.3	80.1
length 2021.04	65.4	52.4	63	42.3	55.8
BERT-S 2023.03	65.4	96.2	93.3	61.4	79.1
BERT-S++ 2023.03	65.4	98.1	96.4	60.3	80.1
BERTScore 2024.06	65.4	96.2	93.3	61.4	79.1
CIDEr 2022.05	65.1	98.1	90.5	64.8	79.6
CIDEr 2021.04	65.1	98.1	90.5	64.8	79.6
RefCLIP-S 2023.03	64.9	99.5	95.5	73.3	83.3
BLEU-1 2023.03	64.6	95.2	91.2	60.7	77.9
RefCLIP-S 2022.05	64.5	99.6	95.4	72.8	83.1
RefCLIP-S 2021.04	64.5	99.6	95.4	72.8	83.1
RefCLIPScore 2024.06	64.5	99.6	95.4	72.8	83.1
ROUGE 2023.03	63.9	95	92.3	60.9	78
METEOR 2022.05	63.8	97.7	93.7	65.4	80.1
METEOR 2021.04	63.8	97.7	93.7	65.4	80.1
ROUGE-L 2022.05	63.7	95.3	92.3	61.2	78.1
ROUGE-L 2021.04	63.7	95.3	92.3	61.2	78.1
SPICE 2022.05	63.6	96.3	86.7	68.3	78.7
SPICE 2021.04	63.6	96.3	86.7	68.3	78.7
FLEUR 2024.06	61.3	99.7	97.6	74.2	83.2
PAC-S 2023.03	60.6	99.3	96.9	72.9	82.4
PAC-S 2024.06	60.6	99.3	96.9	72.9	82.4
BLEU-4 2022.05	60.4	90.6	84.9	54.7	72.6
BLEU-1 2021.04	60.4	90.6	84.9	54.7	72.6
CLIP-S 2021.04	60.3	99.4	97.9	77.3	83.7
BLEU-4 2023.03	60.3	93.1	85.7	57	74
FAIEr 2023.03	59.7	99.9	92.7	73.4	81.4
METEOR 2021.04	59	97.7	93.9	62	78.2
RefCLIP-S 2021.04	57.9	99.5	96.1	80.8	83.6
SPICE 2021.04	56.9	96.3	87.1	66.4	76.7
METEOR 2024.06	56.7	97.6	94.2	63.4	78
CLIP-S 2022.05	56.5	99.3	96.4	70.4	80.7
CLIP-S (no refs) 2021.04	56.5	99.3	96.4	70.4	80.7
CLIPScore 2024.06	56.5	99.3	96.4	70.4	80.7
TIGEr 2022.05	56	99.8	92.8	74.2	80.7
TIGEr 2021.04	56	99.8	92.8	74.2	80.7
TIGER 2023.03	56	99.8	92.8	74.2	80.7
TIGEr 2024.06	56	99.8	92.8	74.2	80.7
CLIP-S 2023.03	55.9	99.3	96.5	72	80.9
ROUGE-L 2021.04	55	95.3	93.1	58.7	75.5
BERT-S (ROBERTa-F) 2021.04	54.4	96.1	94.3	56.4	75.3
CIDEr 2021.04	53.7	98.1	90.8	63.7	76.6
BLEU-4 2024.06	53	92.4	86.7	59.4	72.9
CIDEr 2024.06	53	98	91.5	64.5	76.8
SPICE 2024.06	52.6	93.9	83.6	48.1	69.6
BLEU-4 2021.04	52.5	90.4	84.9	55.3	70.8
CLAIR 2024.06	52.4	99.5	89.8	73	78.7
length 2022.05	51.7	52.3	63.6	49.6	54.3
length 2021.04	51.7	52.3	63.6	49.6	54.3
length 2023.03	51.7	52.3	63.6	49.6	54.3
ROUGE-L 2024.06	51.5	94.5	92.5	57.7	74.1
ViLBERTScore-F 2022.05	49.9	99.6	93.1	75.8	79.6
ViLBERTScore-F 2021.04	49.9	99.6	93.1	75.8	79.6
ViLBERTScore 2023.03	49.9	99.6	93.1	75.8	79.6
VILBERTScore-F 2024.06	49.9	99.6	93.1	75.8	79.6