Contamination Map Methodology

Time series / Dataset

ETT1 (GIFT-Eval)

GIFT-Eval's ETT1 dataset (electricity transformer temperature, from Informer), 7 variates, used at 15T, H, D and W-THU; series lengths 69,680 (15T) and 17,420 (H) in GIFT-Eval Table 13.

Also known as
ett1, ETT1
Domain
energy
Homepage
github.com

Related datasets

Exposure by model

BenchmarkModelLevelReason
GIFT-Eval Chronos-2-Synth Not seen absent from the complete list of training data
GIFT-Eval Chronos-2 Not seen the authors state its test portion was excluded from training
GIFT-Eval Chronos-Bolt Unknown training data not disclosed in enough detail
GIFT-Eval Chronos (T5) Not seen absent from the complete list of training data
GIFT-Eval DADA (General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders) Unknown training data not disclosed in enough detail
GIFT-Eval Granite-TimeSeries-TTM-R1 Not seen absent from the complete list of training data
GIFT-Eval Granite-TimeSeries-TTM-R2.1 Not seen absent from the complete list of training data
GIFT-Eval Granite-TimeSeries-TTM-R2 Not seen absent from the complete list of training data
GIFT-Eval Granite-TTM-R3 Not seen the authors state its test portion was excluded from training
GIFT-Eval Lag-Llama Related data seen related dataset ETTh1 was used
GIFT-Eval Mantis (Mantis-8M) Unknown training data not disclosed in enough detail
GIFT-Eval Mantis+ (MantisPlus) Not seen absent from the complete list of training data
GIFT-Eval MantisV2 Not seen absent from the complete list of training data
GIFT-Eval Moirai-1.0-R Not seen absent from the complete list of training data
GIFT-Eval Moirai-1.1-R Unknown training data not disclosed in enough detail
GIFT-Eval Moirai-2.0-R Training data seen only the training split was used, not the benchmark's test data; the test portion was explicitly excluded
GIFT-Eval Moirai-MoE-1.0-R Not seen the authors state the dataset was excluded from training
GIFT-Eval MOMENT-1 Related data seen related dataset ETTh1 was used (via Time Series Pile)
GIFT-Eval NuTime Not seen absent from the complete list of training data
GIFT-Eval Sundial (Timer 3.0) Not seen the authors state the dataset was excluded from training
GIFT-Eval Time-MoE Unknown training data not disclosed in enough detail
GIFT-Eval Time-RCD (TimeRCD) Not seen absent from the complete list of training data
GIFT-Eval Timer-S1 Not seen the authors state its test portion was excluded from training
GIFT-Eval Timer-XL (timer-base-84m) Unknown training data not disclosed in enough detail
GIFT-Eval Timer Not seen absent from the complete list of training data
GIFT-Eval TimeRadar Unknown training data not disclosed in enough detail
GIFT-Eval TimesFM 1.0 Unknown training data not disclosed in enough detail
GIFT-Eval TimesFM 2.0 Unknown training data not disclosed in enough detail
GIFT-Eval TimesFM 2.5 Unknown training data not disclosed in enough detail
GIFT-Eval TimesFM 3.0 Unknown training data not disclosed in enough detail
GIFT-Eval TiRex 1.1 (gifteval) Not seen the authors state its test portion was excluded from training
GIFT-Eval TiRex-2-fevbench (TiRex-2-f) Not seen absent from the complete list of training data
GIFT-Eval TiRex-2-gifteval-pretrain (TiRex-2-gp) Not seen the authors state the dataset was excluded from training
GIFT-Eval TiRex-2-gifteval-zs (TiRex-2-g) Not seen the authors state the dataset was excluded from training
GIFT-Eval TiRex-2 Unknown training data not disclosed in enough detail
GIFT-Eval TiRex Not seen absent from the complete list of training data
GIFT-Eval Toto-Open-Base-1.0 Not seen the authors state its test portion was excluded from training
GIFT-Eval Toto-2.0-2.5B-FT Training data seen only the training split was used, not the benchmark's test data; the test portion was explicitly excluded
GIFT-Eval Toto 2.0 Not seen the authors state the dataset was excluded from training
GIFT-Eval Toto (2024 technical report) Unknown training data not disclosed in enough detail
GIFT-Eval TSPulse r1 Not seen absent from the complete list of training data
GIFT-Eval TTM-R3 Training data seen only the training split was used, not the benchmark's test data; the test portion was explicitly excluded
GIFT-Eval Tiny Time Mixer (TTM) Research-Use R2 Not seen absent from the complete list of training data
GIFT-Eval UniTS few-shot anomaly detection checkpoints Related data seen via base model UniTS: related dataset ETTh1 was used
GIFT-Eval UniTS Related data seen related dataset ETTh1 was used

Sources