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Audio-to-text Retrieval on AudioCaps (test)

65.6R@1

AuroLA

Updated 24d ago

Evaluation Results

Method
AuroLA 2026.02	65.6	87.5	93.3	-	-
AuroLA 2026.02	65.6	-	-	-	-
AuroLA 2026.02	64	86.7	92.9	-	-
AuroLA 2026.02	64	-	-	-	-
SLAP 2026.01	63.4	87.8	94.1	-	-
PE-AV 2026.02	63.3	-	-	-	-
PE-AV 2026.02	63.3	-	-	-	-
FineLAP 2026.04	62.5	85.9	95	-	-
CED-LE 2026.01	60.7	86.9	94.8	-	-
M2D2 2026.01	59.2	84.7	92.7	-	-
M2D-CLAP 2026.04	59.2	84.7	92.7	-	-
AuroLA 2026.02	58.7	84	90.3	-	-
AuroLA 2026.02	58.7	-	-	-	-
ML-CLAP 2026.02	55.7	81.9	90.8	-	-
ML-CLAP 2026.02	55.7	-	-	-	-
ALM2Vec 2026.06	55.5	80	88.2	-	-
Cacophony 2026.01	55.3	83.6	92.4	-	-
Cacophony 2026.02	55.3	83.6	92.4	-	-
Cacophony 2026.02	55.3	-	-	-	-
Cacophony 2026.04	55.3	83.6	92.4	-	-
AuroLA 2026.02	54.8	81.7	89.2	-	-
AuroLA 2026.02	54.8	-	-	-	-
WavCaps 2026.01	54.6	85.2	92.4	-	-
WavCaps-CLAP 2026.06	54.6	85.2	92.4	-	-
MGA-CLAP 2026.04	53.7	84.3	-	-	-
FLAP 2026.02	53	84.1	92.6	-	-
FLAP 2026.02	53	-	-	-	-
WavCaps 2026.02	51.7	82.3	90.6	-	-
WavCaps 2026.02	51.7	-	-	-	-
HTSAT-BERT 2026.04	51.7	82.3	90.6	-	-
WavCaps-CLAP 2026.06	51.7	82.3	90.6	-	-
OnePeace 2026.02	51	81.9	92	-	-
OnePeace 2026.02	51	-	-	-	-
M-LTM 2026.02	49.9	80.8	90.5	-	-
M-LTM 2026.02	49.9	-	-	-	-
PE-AV 2026.02	48.5	78.5	90.3	-	-
PE-AV 2026.02	48.5	-	-	-	-
ReCLAP 2026.02	48	80.4	90.8	-	-
ReCLAP 2026.02	48	-	-	-	-
CompA-CLAP 2026.02	47.8	83.5	90.2	-	-
CompA-CLAP 2026.02	47.8	-	-	-	-
LAION-CLAP 2026.06	46.8	82.9	90.7	-	-
LAION-CLAP 2026.01	45	76.7	88	-	-
CLAP 2026.02	45	76.7	88	-	-
CLAP 2026.02	45	-	-	-	-
SLAP 2026.01	44.8	73.9	84.4	-	-
WAVE 7B 2025.09	44.2	-	-	-	-
LAION-CLAP 2026.04	44.2	80.8	90.3	-	-
CLAP 2026.02	43.9	77.7	87.6	-	-
CLAP 2026.02	43.9	-	-	-	-
ALM2Vec 2026.06	43.8	74.3	86.5	-	-
FLAM 2026.04	43.3	75	-	-	-
DiffATR 2026.02	42.6	74.4	86.6	-	-
DiffATR 2026.02	42.6	-	-	-	-
Mei et al. (2024) 2025.09	42.2	-	-	-	-
WavCaps 2026.01	40.2	69.4	80.3	-	-
WavCaps 2025.11	38.7	73.32	86.05	66.02	-
M2D2 2026.01	36.1	65.3	77.4	-	-
VAST 2026.02	34.8	65.4	76.5	-	-
VAST 2026.02	34.8	-	-	-	-
CLAP (LAION) 2025.11	34.58	70.8	83.69	63.02	-
CACARA_ASC/AA/WC/AC/C/f 0.2 2025.11	33.98	68.3	81.81	61.36	-
CACARA_ASC/AA/WC/AC/C/f 0.1 2025.11	33.64	68.4	81.84	61.29	-
CACARA_ASC/AA/WC/AC/C 2025.11	33.27	67.46	81.51	60.75	-
MS-CLAP 2026.06	32	66	79.2	-	-
CACARA_AA/WC/AC/C 2025.11	31.03	64.57	79.34	58.31	-
CACARA_WC/AC/C/f 0.2 2025.11	31.03	65.32	78.8	58.38	-
CACARA_WC/AC/C/f 0.1 2025.11	30.96	64.78	78.54	58.1	-
CACARA_WC/AC/C 2025.11	30.08	64.95	78.71	57.91	-
MixProLAP 2026.06	26.85	-	68.37	-	20.24
CLAP 2026.06	24.23	-	63.71	-	18.89
OnePeace 2026.02	24	58.9	74.1	-	-
OnePeace 2026.02	24	-	-	-	-
JINA-Embed.-v5 2026.06	23.1	52.7	67.2	-	-
MixProLAP 2026.06	19.8	-	60.86	-	14.99
VAST 2025.11	19.75	46.3	57.98	41.34	-
CLAP 2026.06	19.68	-	55.52	-	13.4
CLAP (Microsoft) 2025.11	15.75	44.7	61.62	40.69	-
LanguageBind 2025.11	13.05	45.96	63.76	40.92	-
ImageBind 2025.11	8.59	27.58	40.49	25.55	-
LAION-CLAP 2026.04	-	46.7	65	-	-
Woosh-CLAP-Public 2026.04	-	46.2	59.5	-	-
Woosh-CLAP-Private 2026.04	-	15.3	22.7	-	-