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Models/SLAM-AAC

SLAM-AAC

Reported on 12 benchmarks across 1 task · 1 paper · 3 SOTA

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

Audio12 results

  • Audio captioningonClotho
    FENSE· uses extra data· 2024-10-12
    0.54
    SOTA
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonAudioCaps
    FENSE· uses extra data· 2024-10-12
    0.668
    SOTA
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonAudioCaps
    SPIDEr-FL· uses extra data· 2024-10-12
    0.515
    SOTA
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonClotho
    CIDEr· uses extra data· 2024-10-12
    0.515
    best: 14 (ZerAuCap)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonClotho
    METEOR· uses extra data· 2024-10-12
    0.197
    best: 19.3 (VAST)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonClotho
    SPICE· uses extra data· 2024-10-12
    0.148
    best: 5.3 (ZerAuCap)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonClotho
    SPIDEr· uses extra data· 2024-10-12
    0.332
    best: 9.7 (ZerAuCap)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonClotho
    SPIDEr-FL· uses extra data· 2024-10-12
    0.33
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonAudioCaps
    CIDEr· uses extra data· 2024-10-12
    0.841
    best: 50.2 (Audio Flamingo)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonAudioCaps
    METEOR· uses extra data· 2024-10-12
    0.268
    best: 20.5 (Audio Flamingo)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonAudioCaps
    SPICE· uses extra data· 2024-10-12
    0.194
    best: 15.1 (Audio Flamingo)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503
  • Audio captioningonAudioCaps
    SPIDEr· uses extra data· 2024-10-12
    0.518
    best: 32.6 (Audio Flamingo)
    SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMsarXiv:2410.09503