BizITObs - L2C

Business and IT observability data (lead-to-cash), processed following AutoMixer; 5T and H, 7 variates.

Also known as: bizitobs_l2c
Domain: cloudops
Homepage: github.com

Exposure by model

Benchmark	Model	Level	Reason
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	Not seen	absent from the complete list of training data
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	Unknown	training data not disclosed in enough detail
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	Not seen	absent from the complete list of training data and from its base models' data
GIFT-Eval	UniTS	Not seen	absent from the complete list of training data

Sources

GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation (arXiv v2) · paper · retrieved 2026-10-15
GIFT-Eval dataset_configurations.csv (97 dataset/frequency/term configurations) · code · retrieved 2026-10-15