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ResearchFormerly WizWand

Image Captioning on Infrared Image Dataset downstream (test)

12.31ROUGE-LHot/Cold Block
9.699610.377311.05511.7327Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
Hot/Cold BlockVLM=InstructBLIP2026.0712.31
IR StripeVLM=InstructBLIP2026.0712.29
Thermal DriftVLM=InstructBLIP2026.0712.13
Thermal Turb.VLM=InstructBLIP2026.0712.11
AirflowAttackVLM=InstructBLIP2026.0711.91
IR StripeVLM=Qwen2.5-VL2026.0711.8
Thermal DriftVLM=Qwen2.5-VL2026.0711.77
Hot/Cold BlockVLM=Qwen2.5-VL2026.0711.75
Thermal Turb.VLM=Qwen2.5-VL2026.0711.74
Thermal Turb.VLM=H2RSVLM2026.0711.74
AirflowAttackVLM=Qwen2.5-VL2026.0711.7
Hot/Cold BlockVLM=H2RSVLM2026.0711.69
IR StripeVLM=H2RSVLM2026.0711.65
AirflowAttackVLM=H2RSVLM2026.0711.64
Thermal DriftVLM=H2RSVLM2026.0711.59
Hot/Cold BlockVLM=LLaVA-1.52026.0710.59
IR StripeVLM=LLaVA-1.52026.0710.58
AirflowAttackVLM=LLaVA-1.52026.0710.42
Thermal DriftVLM=LLaVA-1.52026.0710.41
Thermal Turb.VLM=LLaVA-1.52026.0710.37
AirflowAttackVLM=LLaVA-1.62026.0710.24
Thermal DriftVLM=LLaVA-1.62026.0710.2
Hot/Cold BlockVLM=LLaVA-1.62026.0710.19
Thermal Turb.VLM=LLaVA-1.62026.0710.16
Hot/Cold BlockVLM=GeoChat2026.0710.13
IR StripeVLM=LLaVA-1.62026.0710.11
Thermal DriftVLM=GeoChat2026.0710.08
IR StripeVLM=GeoChat2026.0710.07
Thermal Turb.VLM=GeoChat2026.079.84
AirflowAttackVLM=GeoChat2026.079.8