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Models/HiCM²

HiCM²

Reported on 20 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Computer Vision20 results

Video CaptioningonYouCook2
BLEU4· uses extra data· 2024-12-19
6.11
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonYouCook2
F1· uses extra data· 2024-12-19
32.51
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonYouCook2
Recall· uses extra data· 2024-12-19
32.51
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonYouCook2
SODA· uses extra data· 2024-12-19
10.73
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonViTT
CIDEr· uses extra data· 2024-12-19
51.2
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonViTT
METEOR· uses extra data· 2024-12-19
9.6
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonViTT
SODA· uses extra data· 2024-12-19
0.15
best: 9.1 (Vid2Seq (VidChapters-7M PT))
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonYouCook2
BLEU4· uses extra data· 2024-12-19
6.11
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonYouCook2
CIDEr· uses extra data· 2024-12-19
71.84
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonYouCook2
F1· uses extra data· 2024-12-19
32.51
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonYouCook2
METEOR· uses extra data· 2024-12-19
12.8
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonYouCook2
Recall· uses extra data· 2024-12-19
32.51
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonYouCook2
SODA· uses extra data· 2024-12-19
10.73
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonViTT
CIDEr· uses extra data· 2024-12-19
51.2
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonViTT
METEOR· uses extra data· 2024-12-19
9.6
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonViTT
SODA· uses extra data· 2024-12-19
0.15
best: 9.1 (Vid2Seq (VidChapters-7M PT))
SOTA
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonYouCook2
CIDEr· uses extra data· 2024-12-19
71.84
best: 116.4 (HowToCaption)
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonYouCook2
METEOR· uses extra data· 2024-12-19
12.8
best: 22.56 (UniVL + MELTR)
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Video CaptioningonYouCook2
Precision· uses extra data· 2024-12-19
32.51
best: 33.38 (CM²)
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585
Dense Video CaptioningonYouCook2
Precision· uses extra data· 2024-12-19
32.51
best: 33.38 (CM²)
HiCM$^2$: Hierarchical Compact Memory Modeling for Dense Video Captioning arXiv:2412.14585