Native-Bird2 / results /text_encoder_crosslingual_test.json
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{
"split": "test_unfiltered",
"n": 809,
"seed": 0,
"models": {
"native_bird": {
"ibo": {
"cos_matched_mean": 0.7389,
"cos_unmatched_mean": 0.2169,
"margin": 0.522,
"acc@1_cap2eng": 96.66,
"acc@5_cap2eng": 99.26,
"acc@1_eng2cap": 95.06
},
"hau": {
"cos_matched_mean": 0.6745,
"cos_unmatched_mean": 0.1988,
"margin": 0.4757,
"acc@1_cap2eng": 87.89,
"acc@5_cap2eng": 97.16,
"acc@1_eng2cap": 85.66
},
"yor": {
"cos_matched_mean": 0.65,
"cos_unmatched_mean": 0.2092,
"margin": 0.4408,
"acc@1_cap2eng": 79.23,
"acc@5_cap2eng": 93.94,
"acc@1_eng2cap": 79.73
},
"avg_acc@1_cap2eng": 87.93,
"avg_margin": 0.4795,
"model_id": "Modularcomputing/Native-Bird",
"sec": 27.2
},
"labse": {
"ibo": {
"cos_matched_mean": 0.859,
"cos_unmatched_mean": 0.3248,
"margin": 0.5342,
"acc@1_cap2eng": 97.16,
"acc@5_cap2eng": 99.63,
"acc@1_eng2cap": 97.03
},
"hau": {
"cos_matched_mean": 0.7849,
"cos_unmatched_mean": 0.3233,
"margin": 0.4616,
"acc@1_cap2eng": 89.99,
"acc@5_cap2eng": 97.4,
"acc@1_eng2cap": 86.53
},
"yor": {
"cos_matched_mean": 0.7253,
"cos_unmatched_mean": 0.2938,
"margin": 0.4314,
"acc@1_cap2eng": 82.57,
"acc@5_cap2eng": 93.7,
"acc@1_eng2cap": 78.99
},
"avg_acc@1_cap2eng": 89.91,
"avg_margin": 0.4757,
"model_id": "sentence-transformers/LaBSE",
"sec": 12.8
}
}
}