Zero Shot Audio Captioning On Audiocaps
Metriken
BLEU-4
CIDEr
METEOR
ROUGE-L
SPICE
SPIDEr
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | BLEU-4 | CIDEr | METEOR | ROUGE-L | SPICE | SPIDEr | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|
| ZerAuCap | 6.8 | 28.1 | 12.3 | 33.1 | 8.6 | 18.3 | Zero-shot audio captioning with audio-language model guidance and audio context keywords | |
| No audio (baseline) | 0 | 0.1 | 4.1 | 17.8 | 0 | 0 | Zero-shot audio captioning with audio-language model guidance and audio context keywords | |
| Shaharabany et al. | 9.8 | 9.2 | 8.6 | 8.2 | - | - | Zero-Shot Audio Captioning via Audibility Guidance | - |
| Audio Flamingo | 14.3 | 50.2 | 20.5 | 40.8 | 15.1 | 32.6 | Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities |
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