Audio captioning on AudioCaps

Metric: SPICE (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

#	Model↕	SPICE▼	Extra Data	Paper	Date↕	Code
1	Audio Flamingo	15.1	Yes	Audio Flamingo: A Novel Audio Language Model wit...	2024-02-02	Code
2	ZerAuCap	8.6	Yes	Zero-shot audio captioning with audio-language m...	2023-11-14	Code
3	EnCLAP++-large	0.197	Yes	EnCLAP++: Analyzing the EnCLAP Framework for Opt...	2024-09-02	Code
4	MQ-Cap	0.194	Yes	Enhancing Retrieval-Augmented Audio Captioning w...	2024-10-14	-
5	SLAM-AAC	0.194	Yes	SLAM-AAC: Enhancing Audio Captioning with Paraph...	2024-10-12	Code
6	LOAE	0.193	Yes	Enhancing Automated Audio Captioning via Large L...	2024-06-19	Code
7	EnCLAP++-base	0.188	Yes	EnCLAP++: Analyzing the EnCLAP Framework for Opt...	2024-09-02	Code
8	EnCLAP-large	0.1879	No	EnCLAP: Combining Neural Audio Codec and Audio-T...	2024-01-31	Code
9	EnCLAP-base	0.1863	No	EnCLAP: Combining Neural Audio Codec and Audio-T...	2024-01-31	Code
10	LAVCap	0.185	No	LAVCap: LLM-based Audio-Visual Captioning using ...	2025-01-16	Code
11	CNext-trans	0.1841	No	-	-	-
12	AutoCap	0.182	No	Taming Data and Transformers for Audio Generation	2024-06-27	Code
13	AL-MixGen + Multi-TTA	0.181	No	-	-	-
14	Rethink-ACT (AST + TF + MIL)	0.18	No	-	-	-
15	AL-MixGen	0.177	No	Exploring Train and Test-Time Augmentations for ...	2022-10-31	-
16	BART + YAMNet + PANNs	0.176	No	-	-	Code
17	CNN+Transformer	0.159	No	Audio Captioning Transformer	2021-07-21	Code
18	TopDown-AlignedAtt (1NN)	0.144	No	-	-	-
19	No audio (baseline)	0	No	-	-	Code