multilingual_go_emotions_V1.1 / test_evaluation.json
AnasAlokla's picture
Upload 7 files
cc486b2 verified
{
"emotion_config": {
"label_0": "admiration",
"label_1": "amusement",
"label_2": "anger",
"label_3": "annoyance",
"label_4": "approval",
"label_5": "caring",
"label_6": "confusion",
"label_7": "curiosity",
"label_8": "desire",
"label_9": "disappointment",
"label_10": "disapproval",
"label_11": "disgust",
"label_12": "embarrassment",
"label_13": "excitement",
"label_14": "fear",
"label_15": "gratitude",
"label_16": "grief",
"label_17": "joy",
"label_18": "love",
"label_19": "nervousness",
"label_20": "optimism",
"label_21": "pride",
"label_22": "realization",
"label_23": "relief",
"label_24": "remorse",
"label_25": "sadness",
"label_26": "surprise",
"label_27": "neutral"
},
"overall_metrics": {
"accuracy": 0.9628971544394431,
"micro_f1": 0.48107013560778056,
"macro_f1": 0.39777339217053154,
"exact_match": 0.3594680916405626
},
"per_class_metrics": {
"admiration": {
"f1": 0.5973354543646848,
"precision": 0.6708351942831621,
"recall": 0.5383512544802868
},
"amusement": {
"f1": 0.7380568974771873,
"precision": 0.739247311827957,
"recall": 0.7368703108252947
},
"anger": {
"f1": 0.32167832167832167,
"precision": 0.40902872777017785,
"recall": 0.2650709219858156
},
"annoyance": {
"f1": 0.21100226073850792,
"precision": 0.29473684210526313,
"recall": 0.1643192488262911
},
"approval": {
"f1": 0.27880690737833597,
"precision": 0.4069660861594867,
"recall": 0.21203438395415472
},
"caring": {
"f1": 0.3081761006289308,
"precision": 0.4298245614035088,
"recall": 0.24019607843137256
},
"confusion": {
"f1": 0.37506185056902525,
"precision": 0.3786213786213786,
"recall": 0.3715686274509804
},
"curiosity": {
"f1": 0.410913872452334,
"precision": 0.47782874617737003,
"recall": 0.3604382929642445
},
"desire": {
"f1": 0.37515842839036756,
"precision": 0.39466666666666667,
"recall": 0.357487922705314
},
"disappointment": {
"f1": 0.21895861148197596,
"precision": 0.33884297520661155,
"recall": 0.16173570019723865
},
"disapproval": {
"f1": 0.17687074829931973,
"precision": 0.32943469785575047,
"recall": 0.12088698140200287
},
"disgust": {
"f1": 0.3207885304659498,
"precision": 0.34689922480620156,
"recall": 0.29833333333333334
},
"embarrassment": {
"f1": 0.37176470588235294,
"precision": 0.42702702702702705,
"recall": 0.32916666666666666
},
"excitement": {
"f1": 0.26104417670682734,
"precision": 0.34946236559139787,
"recall": 0.20833333333333334
},
"fear": {
"f1": 0.4919786096256685,
"precision": 0.5263157894736842,
"recall": 0.46184738955823296
},
"gratitude": {
"f1": 0.909873417721519,
"precision": 0.9234326824254881,
"recall": 0.8967065868263473
},
"grief": {
"f1": 0.2535211267605634,
"precision": 0.2571428571428571,
"recall": 0.25
},
"joy": {
"f1": 0.40897235263432447,
"precision": 0.4429378531073446,
"recall": 0.3798449612403101
},
"love": {
"f1": 0.7496519075466443,
"precision": 0.7566048341765037,
"recall": 0.7428256070640177
},
"nervousness": {
"f1": 0.34418604651162793,
"precision": 0.3894736842105263,
"recall": 0.30833333333333335
},
"optimism": {
"f1": 0.44782608695652176,
"precision": 0.5295629820051414,
"recall": 0.3879472693032015
},
"pride": {
"f1": 0.3007518796992481,
"precision": 0.40816326530612246,
"recall": 0.23809523809523808
},
"realization": {
"f1": 0.18007380073800738,
"precision": 0.216696269982238,
"recall": 0.15404040404040403
},
"relief": {
"f1": 0.10416666666666667,
"precision": 0.18518518518518517,
"recall": 0.07246376811594203
},
"remorse": {
"f1": 0.562962962962963,
"precision": 0.62004662004662,
"recall": 0.5155038759689923
},
"sadness": {
"f1": 0.46239837398373984,
"precision": 0.5022075055187638,
"recall": 0.4284369114877589
},
"surprise": {
"f1": 0.4541429475015813,
"precision": 0.4767596281540505,
"recall": 0.4335748792270531
},
"neutral": {
"f1": 0.5015319349516851,
"precision": 0.6606643899410121,
"recall": 0.40417853751187083
}
}
}