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Models/BiCA

BiCA

Reported on 8 benchmarks across 1 task · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

Image CaptioningonScanRefer Dataset
CIDEr· 2024-08-13
80.14
best: 85.42 (3D CoCa)
SOTA
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662
Image CaptioningonNr3D
BLEU-4· 2024-08-13
28.35
best: 29.29 (3D CoCa)
SOTA
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662
Image CaptioningonNr3D
CIDEr· 2024-08-13
48.77
best: 52.84 (3D CoCa)
SOTA
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662
Image CaptioningonNr3D
METEOR· 2024-08-13
25.6
SOTA
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662
Image CaptioningonNr3D
ROUGE-L· 2024-08-13
55.81
best: 56.43 (3D CoCa)
SOTA
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662
Image CaptioningonScanRefer Dataset
BLEU-4· 2024-08-13
40.16
best: 45.56 (3D CoCa)
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662
Image CaptioningonScanRefer Dataset
METEOR· 2024-08-13
27.76
best: 30.95 (3D CoCa)
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662
Image CaptioningonScanRefer Dataset
ROUGE-L· 2024-08-13
56.1
best: 61.98 (3D CoCa)
Bi-directional Contextual Attention for 3D Dense Captioning arXiv:2408.06662