clap-retrieval-benchmark / analysis_v2.json
b4ph's picture
CLAP audio-text retrieval: pinned-protocol measurement release (v15)
fb47aa2 verified
Raw History Blame Contribute Delete
7 kB
{
"prereg": "PREREGISTRATION.md",
"equivalence_margin": 0.03,
"cells": {
"laion/clap-htsat-fused|audiocaps": {
"t2a_r1": {
"value": 0.23197492163009403,
"ci95": [
0.20480668756530826,
0.258098223615465
],
"se_cluster": 0.013748290481797843,
"n_queries": 957,
"n_clusters": 957
},
"a2t_r1": {
"value": 0.2173458725182863,
"ci95": [
0.19122257053291536,
0.2434952978056425
],
"se_cluster": 0.013112799708609915,
"n_queries": 957,
"n_clusters": 957
},
"t2a_mrr": {
"value": 0.38258427711062926,
"ci95": [
0.3594214443703758,
0.4063419839210924
],
"se_cluster": 0.011997219700844233
},
"a2t_map": {
"value": 0.37350912007923626,
"ci95": [
0.35018561335317355,
0.3965756832652718
],
"se_cluster": 0.011412482791915934
}
},
"laion/clap-htsat-unfused|audiocaps": {
"t2a_r1": {
"value": 0.3343782654127482,
"ci95": [
0.3072100313479624,
0.3657262277951933
],
"se_cluster": 0.014918996785286133,
"n_queries": 957,
"n_clusters": 957
},
"a2t_r1": {
"value": 0.34691745036572624,
"ci95": [
0.3176593521421108,
0.3772204806687565
],
"se_cluster": 0.015216752932902335,
"n_queries": 957,
"n_clusters": 957
},
"t2a_mrr": {
"value": 0.4880842107909517,
"ci95": [
0.46426382559440393,
0.5129749733443713
],
"se_cluster": 0.012418902275162288
},
"a2t_map": {
"value": 0.509816277644179,
"ci95": [
0.48587040667799364,
0.5345626872983121
],
"se_cluster": 0.012297979462960452
}
},
"laion/clap-htsat-fused|clotho5": {
"t2a_r1": {
"value": 0.1184688995215311,
"ci95": [
0.1044976076555024,
0.1322488038277512
],
"se_cluster": 0.007061374922186228,
"n_queries": 5225,
"n_clusters": 1045
},
"a2t_r1": {
"value": 0.14258373205741626,
"ci95": [
0.12248803827751197,
0.1645933014354067
],
"se_cluster": 0.011012501372611658,
"n_queries": 1045,
"n_clusters": 1045
},
"t2a_mrr": {
"value": 0.2302383489155751,
"ci95": [
0.21541715107303192,
0.24506154241855865
],
"se_cluster": 0.007457306921156686
},
"a2t_map": {
"value": 0.13733521513968705,
"ci95": [
0.1263907687492879,
0.14806587678469796
],
"se_cluster": 0.005635963194914529
}
},
"laion/clap-htsat-unfused|clotho5": {
"t2a_r1": {
"value": 0.15406698564593302,
"ci95": [
0.13894736842105262,
0.1691913875598086
],
"se_cluster": 0.0077090731035715215,
"n_queries": 5225,
"n_clusters": 1045
},
"a2t_r1": {
"value": 0.19904306220095694,
"ci95": [
0.17511961722488037,
0.22200956937799043
],
"se_cluster": 0.012180831598613998,
"n_queries": 1045,
"n_clusters": 1045
},
"t2a_mrr": {
"value": 0.2686752676903924,
"ci95": [
0.25352877760197734,
0.28398913499819606
],
"se_cluster": 0.007819986410535149
},
"a2t_map": {
"value": 0.18054988819242024,
"ci95": [
0.16797942874900387,
0.1931809411179365
],
"se_cluster": 0.006523175508615622
}
}
},
"endpoints": {
"clotho5_t2a_r@1": {
"role": "primary",
"dataset": "clotho5",
"direction": "t2a",
"metric": "r@1",
"delta_unfused_minus_fused": 0.03559808612440192,
"ci95": [
0.021244019138755982,
0.05052631578947367
],
"se_cluster": 0.007512509030735249,
"mdd80": 0.021046934251448057,
"p_cluster_perm": 9.999000099990002e-05,
"n_permutations": 10000,
"mcnemar_p_reference_only": 1.7470713327924248e-11,
"b_only": 475,
"a_only": 289,
"tost_p": 0.771915110308268,
"equivalent_at_margin": false,
"ci90_for_tost": [
0.023241108397691355,
0.047955063851112485
],
"holm_adjusted_p": 0.00039996000399960006,
"significant_after_holm": true
},
"clotho5_a2t_r@1": {
"role": "secondary",
"dataset": "clotho5",
"direction": "a2t",
"metric": "r@1",
"delta_unfused_minus_fused": 0.05645933014354068,
"ci95": [
0.029641148325358847,
0.08325358851674641
],
"se_cluster": 0.013632315044770447,
"mdd80": 0.038192092318087914,
"p_cluster_perm": 9.999000099990002e-05,
"n_permutations": 10000,
"mcnemar_p_reference_only": 4.9758123390483656e-05,
"b_only": 133,
"a_only": 74,
"tost_p": 0.9738664417545166,
"equivalent_at_margin": false,
"ci90_for_tost": [
0.03403616729840489,
0.07888249298867647
],
"holm_adjusted_p": 0.00039996000399960006,
"significant_after_holm": true
},
"audiocaps_t2a_r@1": {
"role": "secondary",
"dataset": "audiocaps",
"direction": "t2a",
"metric": "r@1",
"delta_unfused_minus_fused": 0.10240334378265414,
"ci95": [
0.07102925809822358,
0.1347962382445141
],
"se_cluster": 0.01632444274464455,
"mdd80": 0.04573431748732766,
"p_cluster_perm": 9.999000099990002e-05,
"n_permutations": 10000,
"mcnemar_p_reference_only": 1.3379787108281395e-09,
"b_only": 180,
"a_only": 82,
"tost_p": 0.999995402194476,
"equivalent_at_margin": false,
"ci90_for_tost": [
0.07555202492616392,
0.12925466263914437
],
"holm_adjusted_p": 0.00039996000399960006,
"significant_after_holm": true
},
"audiocaps_a2t_r@1": {
"role": "secondary",
"dataset": "audiocaps",
"direction": "a2t",
"metric": "r@1",
"delta_unfused_minus_fused": 0.12957157784743994,
"ci95": [
0.09508881922675028,
0.16405433646812956
],
"se_cluster": 0.01740033606728696,
"mdd80": 0.048748524316309085,
"p_cluster_perm": 9.999000099990002e-05,
"n_permutations": 10000,
"mcnemar_p_reference_only": 3.958013766428455e-13,
"b_only": 210,
"a_only": 86,
"tost_p": 0.9999999947483296,
"equivalent_at_margin": false,
"ci90_for_tost": [
0.10095057195698848,
0.1581925837378914
],
"holm_adjusted_p": 0.00039996000399960006,
"significant_after_holm": true
}
}
}