@@ -11,10 +11,12 @@ loop closure.
1111Run on an NVIDIA RTX PRO 1000 (Blackwell, laptop, 8 GB) with an Intel Core Ultra 5 235H, TensorRT
121210.11, CUDA 12.9, FP16. ` fps ` is the per-frame tracking rate (front-end plus window smoother); every
1313sequence runs above its camera rate (KITTI 10 Hz, EuRoC 20 Hz, TUM 30 Hz). ATE is SE3-aligned RMSE.
14- Per-sequence trajectory plots are in [ PLOTS.md ] ( PLOTS.md ) .
14+ Estimated trajectory (red) against ground truth (black). KITTI is shown in the x-z ground plane .
1515
1616### KITTI (stereo, window 10)
1717
18+ ![ KITTI] ( docs/benchmark/kitti.png )
19+
1820<table width =" 100% " >
1921<thead ><tr ><th align =" left " >seq</th ><th >ATE RMSE (m)</th ><th >ATE mean (m)</th ><th >RPE RMSE (m)</th ><th >t_rel (%)</th ><th >r_rel (deg/m)</th ><th >fps</th ></tr ></thead >
2022<tbody >
@@ -37,6 +39,8 @@ known failure for feature SLAM).
3739
3840### EuRoC (stereo)
3941
42+ ![ EuRoC] ( docs/benchmark/euroc.png )
43+
4044<table width =" 100% " >
4145<thead ><tr ><th align =" left " >seq</th ><th >ATE RMSE (m)</th ><th >ATE mean (m)</th ><th >ATE max (m)</th ><th >RPE RMSE (m)</th ><th >fps</th ></tr ></thead >
4246<tbody >
@@ -58,6 +62,8 @@ known failure for feature SLAM).
5862
5963#### Standard
6064
65+ ![ TUM standard] ( docs/benchmark/tum-standard.png )
66+
6167<table width =" 100% " >
6268<thead ><tr ><th align =" left " >seq</th ><th >ATE RMSE (m)</th ><th >ATE mean (m)</th ><th >ATE max (m)</th ><th >RPE RMSE (m)</th ><th >fps</th ></tr ></thead >
6369<tbody >
@@ -69,6 +75,10 @@ known failure for feature SLAM).
6975
7076#### Dynamic (moving people)
7177
78+ Top row walking, bottom row sitting.
79+
80+ ![ TUM dynamic] ( docs/benchmark/tum-dynamic.png )
81+
7282<table width =" 100% " >
7383<thead ><tr ><th align =" left " >seq</th ><th >ATE RMSE (m)</th ><th >ATE mean (m)</th ><th >ATE max (m)</th ><th >RPE RMSE (m)</th ><th >fps</th ></tr ></thead >
7484<tbody >
@@ -88,6 +98,8 @@ SLAM without explicit dynamic-object handling.
8898
8999### TartanAir (stereo)
90100
101+ ![ TartanAir] ( docs/benchmark/tartanair.png )
102+
91103<table width =" 100% " >
92104<thead ><tr ><th align =" left " >seq</th ><th >ATE RMSE (m)</th ><th >ATE mean (m)</th ><th >RPE RMSE (m)</th ><th >fps</th ></tr ></thead >
93105<tbody >
@@ -106,6 +118,8 @@ The KITTI segment metric (t_rel) is undefined here: TartanAir trajectories are t
106118
107119### TartanGround (stereo)
108120
121+ ![ TartanGround] ( docs/benchmark/tartanground.png )
122+
109123<table width =" 100% " >
110124<thead ><tr ><th align =" left " >seq</th ><th >ATE RMSE (m)</th ><th >ATE mean (m)</th ><th >RPE RMSE (m)</th ><th >t_rel (%)</th ><th >fps</th ></tr ></thead >
111125<tbody >
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