Image Captioning on Infrared Image Dataset downstream (test)
12.31ROUGE-LHot/Cold Block
Evaluation Results
| Method | Links | |
|---|---|---|
| Hot/Cold BlockVLM=InstructBLIP2026.07 | 12.31 | |
| IR StripeVLM=InstructBLIP2026.07 | 12.29 | |
| Thermal DriftVLM=InstructBLIP2026.07 | 12.13 | |
| Thermal Turb.VLM=InstructBLIP2026.07 | 12.11 | |
| AirflowAttackVLM=InstructBLIP2026.07 | 11.91 | |
| IR StripeVLM=Qwen2.5-VL2026.07 | 11.8 | |
| Thermal DriftVLM=Qwen2.5-VL2026.07 | 11.77 | |
| Hot/Cold BlockVLM=Qwen2.5-VL2026.07 | 11.75 | |
| Thermal Turb.VLM=Qwen2.5-VL2026.07 | 11.74 | |
| Thermal Turb.VLM=H2RSVLM2026.07 | 11.74 | |
| AirflowAttackVLM=Qwen2.5-VL2026.07 | 11.7 | |
| Hot/Cold BlockVLM=H2RSVLM2026.07 | 11.69 | |
| IR StripeVLM=H2RSVLM2026.07 | 11.65 | |
| AirflowAttackVLM=H2RSVLM2026.07 | 11.64 | |
| Thermal DriftVLM=H2RSVLM2026.07 | 11.59 | |
| Hot/Cold BlockVLM=LLaVA-1.52026.07 | 10.59 | |
| IR StripeVLM=LLaVA-1.52026.07 | 10.58 | |
| AirflowAttackVLM=LLaVA-1.52026.07 | 10.42 | |
| Thermal DriftVLM=LLaVA-1.52026.07 | 10.41 | |
| Thermal Turb.VLM=LLaVA-1.52026.07 | 10.37 | |
| AirflowAttackVLM=LLaVA-1.62026.07 | 10.24 | |
| Thermal DriftVLM=LLaVA-1.62026.07 | 10.2 | |
| Hot/Cold BlockVLM=LLaVA-1.62026.07 | 10.19 | |
| Thermal Turb.VLM=LLaVA-1.62026.07 | 10.16 | |
| Hot/Cold BlockVLM=GeoChat2026.07 | 10.13 | |
| IR StripeVLM=LLaVA-1.62026.07 | 10.11 | |
| Thermal DriftVLM=GeoChat2026.07 | 10.08 | |
| IR StripeVLM=GeoChat2026.07 | 10.07 | |
| Thermal Turb.VLM=GeoChat2026.07 | 9.84 | |
| AirflowAttackVLM=GeoChat2026.07 | 9.8 |