omnisapiens_sft / label_scheme.json
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{
"label_mapping": {
"chsimsv2_neutral": 3,
"chsimsv2_strongly negative": 0,
"chsimsv2_strongly positive": 6,
"chsimsv2_weakly negative": 2,
"chsimsv2_weakly positive": 4,
"cremad_anger": 7,
"cremad_disgust": 8,
"cremad_fear": 9,
"cremad_happy": 10,
"cremad_neutral": 11,
"cremad_sad": 13,
"daicwoz_false": 17,
"daicwoz_true": 18,
"meld_emotion_anger": 7,
"meld_emotion_disgust": 8,
"meld_emotion_fear": 9,
"meld_emotion_joy": 10,
"meld_emotion_neutral": 11,
"meld_emotion_sadness": 13,
"meld_emotion_surprise": 14,
"meld_senti_negative": 1,
"meld_senti_neutral": 3,
"meld_senti_positive": 5,
"mmpsy_anxiety_anxiety": 20,
"mmpsy_anxiety_no anxiety": 19,
"mmpsy_depression_depression": 18,
"mmpsy_depression_no depression": 17,
"mmsd_false": 21,
"mmsd_true": 22,
"mosei_emotion_anger": 7,
"mosei_emotion_disgust": 8,
"mosei_emotion_fear": 9,
"mosei_emotion_happy": 10,
"mosei_emotion_sad": 13,
"mosei_emotion_surprise": 14,
"mosei_senti_highly negative": 0,
"mosei_senti_highly positive": 6,
"mosei_senti_negative": 1,
"mosei_senti_neutral": 3,
"mosei_senti_positive": 5,
"mosei_senti_weakly negative": 2,
"mosei_senti_weakly positive": 4,
"ptsd_in_the_wild_No PTSD": 15,
"ptsd_in_the_wild_PTSD": 16,
"ravdess_angry": 7,
"ravdess_calm": 12,
"ravdess_disgust": 8,
"ravdess_fearful": 9,
"ravdess_happy": 10,
"ravdess_neutral": 11,
"ravdess_sad": 13,
"ravdess_surprised": 14,
"tess_angry": 7,
"tess_disgust": 8,
"tess_fear": 9,
"tess_happy": 10,
"tess_neutral": 11,
"tess_pleasant surprise": 14,
"tess_sad": 13,
"urfunny_false": 23,
"urfunny_true": 24
},
"dataset_labels": {
"cremad": [
"anger",
"disgust",
"fear",
"happy",
"neutral",
"sad"
],
"ptsd_in_the_wild": [
"No PTSD",
"PTSD"
],
"ravdess": [
"angry",
"calm",
"disgust",
"fearful",
"happy",
"neutral",
"sad",
"surprised"
],
"mmpsy_depression": [
"depression",
"no depression"
],
"mmpsy_anxiety": [
"anxiety",
"no anxiety"
],
"tess": [
"angry",
"disgust",
"fear",
"happy",
"neutral",
"pleasant surprise",
"sad"
],
"chsimsv2": [
"neutral",
"strongly negative",
"strongly positive",
"weakly negative",
"weakly positive"
],
"meld_emotion": [
"anger",
"disgust",
"fear",
"joy",
"neutral",
"sadness",
"surprise"
],
"meld_senti": [
"negative",
"neutral",
"positive"
],
"mmsd": [
"false",
"true"
],
"mosei_senti": [
"highly negative",
"highly positive",
"negative",
"neutral",
"positive",
"weakly negative",
"weakly positive"
],
"mosei_emotion": [
"anger",
"disgust",
"fear",
"happy",
"sad",
"surprise"
],
"urfunny": [
"false",
"true"
],
"daicwoz": [
"false",
"true"
]
},
"num_classes": 25,
"datasets": [
"chsimsv2",
"cremad",
"daicwoz",
"meld_emotion",
"meld_senti",
"mmpsy_anxiety",
"mmpsy_depression",
"mmsd",
"mosei_emotion",
"mosei_senti",
"ptsd_in_the_wild",
"ravdess",
"tess",
"urfunny"
],
"meta": {
"created_at": "2025-09-12T00:47:34.467264Z",
"domains": {
"sentiment_intensity": [
"highly negative",
"negative",
"weakly negative",
"neutral",
"weakly positive",
"positive",
"highly positive"
],
"emotion": [
"anger",
"disgust",
"fear",
"happy",
"neutral",
"calm",
"sad",
"surprise"
],
"mental_health_ptsd": [
"no ptsd",
"ptsd"
],
"mental_health_depression": [
"no depression",
"depression"
],
"mental_health_anxiety": [
"no anxiety",
"anxiety"
],
"sarcasm": [
"not sarcasm",
"sarcasm"
],
"humour": [
"not humour",
"humour"
]
},
"synonyms": {
"emotion": {
"angry": "anger",
"happiness": "happy",
"joy": "happy",
"sadness": "sad",
"fearful": "fear",
"surprised": "surprise",
"pleasant surprise": "surprise"
},
"sentiment_intensity": {
"strongly negative": "highly negative",
"negative": "negative",
"weakly negative": "weakly negative",
"neutral": "neutral",
"weakly positive": "weakly positive",
"positive": "positive",
"strongly positive": "highly positive"
}
},
"dataset_domain": {
"chsimsv2": "sentiment_intensity",
"mosei_senti": "sentiment_intensity",
"meld_senti": "sentiment_intensity",
"cremad": "emotion",
"einterface": "emotion",
"expw": "emotion",
"meld_emotion": "emotion",
"mosei_emotion": "emotion",
"ravdess": "emotion",
"tess": "emotion",
"ptsd_in_the_wild": "mental_health_ptsd",
"mmpsy_depression": "mental_health_depression",
"mmpsy_anxiety": "mental_health_anxiety",
"daicwoz": "mental_health_depression",
"mmsd": "sarcasm",
"urfunny": "humour"
},
"global_classes": {
"sentiment_intensity": [
{
"index": 0,
"label": "highly negative"
},
{
"index": 1,
"label": "negative"
},
{
"index": 2,
"label": "weakly negative"
},
{
"index": 3,
"label": "neutral"
},
{
"index": 4,
"label": "weakly positive"
},
{
"index": 5,
"label": "positive"
},
{
"index": 6,
"label": "highly positive"
}
],
"emotion": [
{
"index": 7,
"label": "anger"
},
{
"index": 8,
"label": "disgust"
},
{
"index": 9,
"label": "fear"
},
{
"index": 10,
"label": "happy"
},
{
"index": 11,
"label": "neutral"
},
{
"index": 12,
"label": "calm"
},
{
"index": 13,
"label": "sad"
},
{
"index": 14,
"label": "surprise"
}
],
"mental_health_ptsd": [
{
"index": 15,
"label": "no ptsd"
},
{
"index": 16,
"label": "ptsd"
}
],
"mental_health_depression": [
{
"index": 17,
"label": "no depression"
},
{
"index": 18,
"label": "depression"
}
],
"mental_health_anxiety": [
{
"index": 19,
"label": "no anxiety"
},
{
"index": 20,
"label": "anxiety"
}
],
"sarcasm": [
{
"index": 21,
"label": "not sarcasm"
},
{
"index": 22,
"label": "sarcasm"
}
],
"humour": [
{
"index": 23,
"label": "not humour"
},
{
"index": 24,
"label": "humour"
}
]
},
"original_label_ids": {
"chsimsv2_neutral": 0,
"chsimsv2_strongly negative": 1,
"chsimsv2_strongly positive": 2,
"chsimsv2_weakly negative": 3,
"chsimsv2_weakly positive": 4,
"cremad_anger": 5,
"cremad_disgust": 6,
"cremad_fear": 7,
"cremad_happy": 8,
"cremad_neutral": 9,
"cremad_sad": 10,
"daicwoz_false": 11,
"daicwoz_true": 12,
"meld_emotion_anger": 13,
"meld_emotion_disgust": 14,
"meld_emotion_fear": 15,
"meld_emotion_joy": 16,
"meld_emotion_neutral": 17,
"meld_emotion_sadness": 18,
"meld_emotion_surprise": 19,
"meld_senti_negative": 20,
"meld_senti_neutral": 21,
"meld_senti_positive": 22,
"mmpsy_anxiety_anxiety": 23,
"mmpsy_anxiety_no anxiety": 24,
"mmpsy_depression_depression": 25,
"mmpsy_depression_no depression": 26,
"mmsd_false": 27,
"mmsd_true": 28,
"mosei_emotion_anger": 29,
"mosei_emotion_disgust": 30,
"mosei_emotion_fear": 31,
"mosei_emotion_happy": 32,
"mosei_emotion_sad": 33,
"mosei_emotion_surprise": 34,
"mosei_senti_highly negative": 35,
"mosei_senti_highly positive": 36,
"mosei_senti_negative": 37,
"mosei_senti_neutral": 38,
"mosei_senti_positive": 39,
"mosei_senti_weakly negative": 40,
"mosei_senti_weakly positive": 41,
"ptsd_in_the_wild_No PTSD": 42,
"ptsd_in_the_wild_PTSD": 43,
"ravdess_angry": 44,
"ravdess_calm": 45,
"ravdess_disgust": 46,
"ravdess_fearful": 47,
"ravdess_happy": 48,
"ravdess_neutral": 49,
"ravdess_sad": 50,
"ravdess_surprised": 51,
"tess_angry": 52,
"tess_disgust": 53,
"tess_fear": 54,
"tess_happy": 55,
"tess_neutral": 56,
"tess_pleasant surprise": 57,
"tess_sad": 58,
"urfunny_false": 59,
"urfunny_true": 60
},
"unified_mapping": {
"chsimsv2_neutral": {
"domain": "sentiment_intensity",
"unified_label": "neutral",
"global_index": 3,
"notes": ""
},
"chsimsv2_strongly negative": {
"domain": "sentiment_intensity",
"unified_label": "highly negative",
"global_index": 0,
"notes": ""
},
"chsimsv2_strongly positive": {
"domain": "sentiment_intensity",
"unified_label": "highly positive",
"global_index": 6,
"notes": ""
},
"chsimsv2_weakly negative": {
"domain": "sentiment_intensity",
"unified_label": "weakly negative",
"global_index": 2,
"notes": ""
},
"chsimsv2_weakly positive": {
"domain": "sentiment_intensity",
"unified_label": "weakly positive",
"global_index": 4,
"notes": ""
},
"cremad_anger": {
"domain": "emotion",
"unified_label": "anger",
"global_index": 7,
"notes": ""
},
"cremad_disgust": {
"domain": "emotion",
"unified_label": "disgust",
"global_index": 8,
"notes": ""
},
"cremad_fear": {
"domain": "emotion",
"unified_label": "fear",
"global_index": 9,
"notes": ""
},
"cremad_happy": {
"domain": "emotion",
"unified_label": "happy",
"global_index": 10,
"notes": ""
},
"cremad_neutral": {
"domain": "emotion",
"unified_label": "neutral",
"global_index": 11,
"notes": ""
},
"cremad_sad": {
"domain": "emotion",
"unified_label": "sad",
"global_index": 13,
"notes": ""
},
"daicwoz_false": {
"domain": "mental_health_depression",
"unified_label": "no depression",
"global_index": 17,
"notes": "Depression direct binary (boolean false)"
},
"daicwoz_true": {
"domain": "mental_health_depression",
"unified_label": "depression",
"global_index": 18,
"notes": "Depression direct binary (boolean true)"
},
"meld_emotion_anger": {
"domain": "emotion",
"unified_label": "anger",
"global_index": 7,
"notes": ""
},
"meld_emotion_disgust": {
"domain": "emotion",
"unified_label": "disgust",
"global_index": 8,
"notes": ""
},
"meld_emotion_fear": {
"domain": "emotion",
"unified_label": "fear",
"global_index": 9,
"notes": ""
},
"meld_emotion_joy": {
"domain": "emotion",
"unified_label": "happy",
"global_index": 10,
"notes": ""
},
"meld_emotion_neutral": {
"domain": "emotion",
"unified_label": "neutral",
"global_index": 11,
"notes": ""
},
"meld_emotion_sadness": {
"domain": "emotion",
"unified_label": "sad",
"global_index": 13,
"notes": ""
},
"meld_emotion_surprise": {
"domain": "emotion",
"unified_label": "surprise",
"global_index": 14,
"notes": ""
},
"meld_senti_negative": {
"domain": "sentiment_intensity",
"unified_label": "negative",
"global_index": 1,
"notes": ""
},
"meld_senti_neutral": {
"domain": "sentiment_intensity",
"unified_label": "neutral",
"global_index": 3,
"notes": ""
},
"meld_senti_positive": {
"domain": "sentiment_intensity",
"unified_label": "positive",
"global_index": 5,
"notes": ""
},
"mmpsy_anxiety_anxiety": {
"domain": "mental_health_anxiety",
"unified_label": "anxiety",
"global_index": 20,
"notes": "Anxiety direct binary"
},
"mmpsy_anxiety_no anxiety": {
"domain": "mental_health_anxiety",
"unified_label": "no anxiety",
"global_index": 19,
"notes": "Anxiety direct binary"
},
"mmpsy_depression_depression": {
"domain": "mental_health_depression",
"unified_label": "depression",
"global_index": 18,
"notes": "Depression direct binary"
},
"mmpsy_depression_no depression": {
"domain": "mental_health_depression",
"unified_label": "no depression",
"global_index": 17,
"notes": "Depression direct binary"
},
"mmsd_false": {
"domain": "sarcasm",
"unified_label": "not sarcasm",
"global_index": 21,
"notes": "Sarcasm direct binary (true/false)"
},
"mmsd_true": {
"domain": "sarcasm",
"unified_label": "sarcasm",
"global_index": 22,
"notes": "Sarcasm direct binary (true/false)"
},
"mosei_emotion_anger": {
"domain": "emotion",
"unified_label": "anger",
"global_index": 7,
"notes": ""
},
"mosei_emotion_disgust": {
"domain": "emotion",
"unified_label": "disgust",
"global_index": 8,
"notes": ""
},
"mosei_emotion_fear": {
"domain": "emotion",
"unified_label": "fear",
"global_index": 9,
"notes": ""
},
"mosei_emotion_happy": {
"domain": "emotion",
"unified_label": "happy",
"global_index": 10,
"notes": ""
},
"mosei_emotion_sad": {
"domain": "emotion",
"unified_label": "sad",
"global_index": 13,
"notes": ""
},
"mosei_emotion_surprise": {
"domain": "emotion",
"unified_label": "surprise",
"global_index": 14,
"notes": ""
},
"mosei_senti_highly negative": {
"domain": "sentiment_intensity",
"unified_label": "highly negative",
"global_index": 0,
"notes": ""
},
"mosei_senti_highly positive": {
"domain": "sentiment_intensity",
"unified_label": "highly positive",
"global_index": 6,
"notes": ""
},
"mosei_senti_negative": {
"domain": "sentiment_intensity",
"unified_label": "negative",
"global_index": 1,
"notes": ""
},
"mosei_senti_neutral": {
"domain": "sentiment_intensity",
"unified_label": "neutral",
"global_index": 3,
"notes": ""
},
"mosei_senti_positive": {
"domain": "sentiment_intensity",
"unified_label": "positive",
"global_index": 5,
"notes": ""
},
"mosei_senti_weakly negative": {
"domain": "sentiment_intensity",
"unified_label": "weakly negative",
"global_index": 2,
"notes": ""
},
"mosei_senti_weakly positive": {
"domain": "sentiment_intensity",
"unified_label": "weakly positive",
"global_index": 4,
"notes": ""
},
"ptsd_in_the_wild_No PTSD": {
"domain": "mental_health_ptsd",
"unified_label": "no ptsd",
"global_index": 15,
"notes": "PTSD direct binary"
},
"ptsd_in_the_wild_PTSD": {
"domain": "mental_health_ptsd",
"unified_label": "ptsd",
"global_index": 16,
"notes": "PTSD direct binary"
},
"ravdess_angry": {
"domain": "emotion",
"unified_label": "anger",
"global_index": 7,
"notes": ""
},
"ravdess_calm": {
"domain": "emotion",
"unified_label": "calm",
"global_index": 12,
"notes": ""
},
"ravdess_disgust": {
"domain": "emotion",
"unified_label": "disgust",
"global_index": 8,
"notes": ""
},
"ravdess_fearful": {
"domain": "emotion",
"unified_label": "fear",
"global_index": 9,
"notes": ""
},
"ravdess_happy": {
"domain": "emotion",
"unified_label": "happy",
"global_index": 10,
"notes": ""
},
"ravdess_neutral": {
"domain": "emotion",
"unified_label": "neutral",
"global_index": 11,
"notes": ""
},
"ravdess_sad": {
"domain": "emotion",
"unified_label": "sad",
"global_index": 13,
"notes": ""
},
"ravdess_surprised": {
"domain": "emotion",
"unified_label": "surprise",
"global_index": 14,
"notes": ""
},
"tess_angry": {
"domain": "emotion",
"unified_label": "anger",
"global_index": 7,
"notes": ""
},
"tess_disgust": {
"domain": "emotion",
"unified_label": "disgust",
"global_index": 8,
"notes": ""
},
"tess_fear": {
"domain": "emotion",
"unified_label": "fear",
"global_index": 9,
"notes": ""
},
"tess_happy": {
"domain": "emotion",
"unified_label": "happy",
"global_index": 10,
"notes": ""
},
"tess_neutral": {
"domain": "emotion",
"unified_label": "neutral",
"global_index": 11,
"notes": ""
},
"tess_pleasant surprise": {
"domain": "emotion",
"unified_label": "surprise",
"global_index": 14,
"notes": ""
},
"tess_sad": {
"domain": "emotion",
"unified_label": "sad",
"global_index": 13,
"notes": ""
},
"urfunny_false": {
"domain": "humour",
"unified_label": "not humour",
"global_index": 23,
"notes": "Humour direct binary (true/false)"
},
"urfunny_true": {
"domain": "humour",
"unified_label": "humour",
"global_index": 24,
"notes": "Humour direct binary (true/false)"
}
},
"mental_health_notes": [
"Mental health split into PTSD/Depression/Anxiety sub-domains with binary labels only.",
"Routing is purely dataset-based (mmpsy_* and ptsd_in_the_wild)."
],
"binary_domain_notes": {
"sarcasm_binary": {
"mmsd_false": "not sarcasm",
"mmsd_true": "sarcasm"
},
"humour_binary": {
"urfunny_false": "not humour",
"urfunny_true": "humour"
}
}
}
}