Datasets:

mmrech
/

pitvqa-annotations-classification

frame_id stringlengths 5 5	video_id stringclasses 3 values	phase class label 3 classes	step class label 8 classes	instruments listlengths 0 2	num_instruments int32 0 2	confidence float32 0.81 0.95	quality_score float32 0.9 0.9
00000	demo_video_03	0nasal_sphenoid	0nasal_corridor_creation	[ "suction", "bipolar_forceps" ]	2	0.931503	0.9
00019	demo_video_03	1sellar	5durotomy	[ "suction", "surgical_drill" ]	2	0.85009	0.9
00000	demo_video_01	0nasal_sphenoid	0nasal_corridor_creation	[ "suction", "surgical_drill" ]	2	0.871115	0.9
00020	demo_video_02	1sellar	5durotomy	[ "surgical_drill", "bipolar_forceps" ]	2	0.840773	0.9
00024	demo_video_01	1sellar	6tumour_excision	[ "suction", "surgical_drill" ]	2	0.929266	0.9
00025	demo_video_01	1sellar	6tumour_excision	[ "suction" ]	1	0.822663	0.9
00025	demo_video_03	1sellar	6tumour_excision	[ "pituitary_rongeurs" ]	1	0.918578	0.9
00028	demo_video_01	2closure	7haemostasis	[ "bipolar_forceps", "ring_curette" ]	2	0.885707	0.9
00021	demo_video_01	1sellar	6tumour_excision	[]	0	0.919788	0.9
00007	demo_video_03	0nasal_sphenoid	1anterior_sphenoidotomy	[ "suction", "surgical_drill" ]	2	0.87869	0.9
00009	demo_video_03	0nasal_sphenoid	2septum_displacement	[ "cup_forceps", "ring_curette" ]	2	0.90678	0.9
00007	demo_video_02	0nasal_sphenoid	1anterior_sphenoidotomy	[ "surgical_drill" ]	1	0.887935	0.9
00010	demo_video_01	0nasal_sphenoid	2septum_displacement	[ "ring_curette" ]	1	0.922152	0.9
00026	demo_video_01	2closure	6tumour_excision	[ "dural_scissors", "cup_forceps" ]	2	0.900052	0.9
00017	demo_video_01	1sellar	5durotomy	[ "ring_curette", "dural_scissors" ]	2	0.847418	0.9
00021	demo_video_03	1sellar	6tumour_excision	[]	0	0.904103	0.9
00021	demo_video_02	1sellar	6tumour_excision	[ "bipolar_forceps" ]	1	0.935207	0.9
00005	demo_video_01	0nasal_sphenoid	1anterior_sphenoidotomy	[ "bipolar_forceps", "ring_curette" ]	2	0.827804	0.9
00026	demo_video_02	1sellar	6tumour_excision	[]	0	0.840474	0.9
00001	demo_video_01	0nasal_sphenoid	0nasal_corridor_creation	[ "dural_scissors", "suction" ]	2	0.818036	0.9
00009	demo_video_02	0nasal_sphenoid	2septum_displacement	[]	0	0.814334	0.9
00002	demo_video_03	0nasal_sphenoid	0nasal_corridor_creation	[ "cup_forceps" ]	1	0.890804	0.9
00027	demo_video_02	2closure	7haemostasis	[ "dural_scissors" ]	1	0.933916	0.9
00013	demo_video_03	1sellar	4sellotomy	[ "cup_forceps" ]	1	0.896102	0.9
00023	demo_video_03	1sellar	6tumour_excision	[ "pituitary_rongeurs" ]	1	0.916169	0.9
00020	demo_video_01	1sellar	5durotomy	[ "pituitary_rongeurs" ]	1	0.881263	0.9
00028	demo_video_03	2closure	7haemostasis	[ "dural_scissors" ]	1	0.939449	0.9
00013	demo_video_02	1sellar	4sellotomy	[ "bipolar_forceps", "pituitary_rongeurs" ]	2	0.922026	0.9
00027	demo_video_03	2closure	7haemostasis	[ "ring_curette", "suction" ]	2	0.908577	0.9
00002	demo_video_02	0nasal_sphenoid	0nasal_corridor_creation	[ "suction", "surgical_drill" ]	2	0.885947	0.9
00010	demo_video_03	0nasal_sphenoid	2septum_displacement	[]	0	0.879873	0.9
00023	demo_video_01	1sellar	6tumour_excision	[ "surgical_drill", "suction" ]	2	0.931213	0.9
00026	demo_video_03	2closure	6tumour_excision	[ "surgical_drill" ]	1	0.917143	0.9
00029	demo_video_02	2closure	8synthetic_graft_placement	[ "suction" ]	1	0.942672	0.9
00015	demo_video_01	1sellar	4sellotomy	[ "ring_curette" ]	1	0.913309	0.9
00001	demo_video_03	0nasal_sphenoid	0nasal_corridor_creation	[ "pituitary_rongeurs" ]	1	0.913632	0.9
00015	demo_video_02	1sellar	4sellotomy	[ "ring_curette" ]	1	0.830311	0.9
00009	demo_video_01	0nasal_sphenoid	2septum_displacement	[]	0	0.866956	0.9
00001	demo_video_02	0nasal_sphenoid	0nasal_corridor_creation	[ "suction", "ring_curette" ]	2	0.882883	0.9
00003	demo_video_01	0nasal_sphenoid	0nasal_corridor_creation	[ "dural_scissors" ]	1	0.875811	0.9
00022	demo_video_03	1sellar	6tumour_excision	[ "suction", "surgical_drill" ]	2	0.852046	0.9
00016	demo_video_01	1sellar	5durotomy	[ "dural_scissors", "suction" ]	2	0.924619	0.9
00014	demo_video_02	1sellar	4sellotomy	[ "ring_curette", "surgical_drill" ]	2	0.819823	0.9
00018	demo_video_02	1sellar	5durotomy	[ "bipolar_forceps" ]	1	0.816545	0.9
00016	demo_video_02	1sellar	5durotomy	[ "surgical_drill", "dural_scissors" ]	2	0.90986	0.9
00008	demo_video_03	0nasal_sphenoid	2septum_displacement	[ "pituitary_rongeurs" ]	1	0.88309	0.9
00012	demo_video_03	1sellar	4sellotomy	[ "cup_forceps" ]	1	0.8682	0.9
00004	demo_video_02	0nasal_sphenoid	0nasal_corridor_creation	[ "pituitary_rongeurs", "cup_forceps" ]	2	0.831584	0.9
00000	demo_video_02	0nasal_sphenoid	0nasal_corridor_creation	[ "cup_forceps" ]	1	0.832624	0.9
00028	demo_video_02	2closure	7haemostasis	[]	0	0.841066	0.9
00018	demo_video_03	1sellar	5durotomy	[ "pituitary_rongeurs" ]	1	0.885677	0.9
00024	demo_video_02	1sellar	6tumour_excision	[]	0	0.86819	0.9
00019	demo_video_02	1sellar	5durotomy	[ "ring_curette", "cup_forceps" ]	2	0.840141	0.9
00006	demo_video_01	0nasal_sphenoid	1anterior_sphenoidotomy	[ "bipolar_forceps", "cup_forceps" ]	2	0.914187	0.9
00020	demo_video_03	1sellar	5durotomy	[ "pituitary_rongeurs" ]	1	0.84582	0.9
00011	demo_video_01	1sellar	4sellotomy	[ "surgical_drill" ]	1	0.874434	0.9
00015	demo_video_03	1sellar	4sellotomy	[ "ring_curette" ]	1	0.848237	0.9
00011	demo_video_02	1sellar	4sellotomy	[ "ring_curette" ]	1	0.891033	0.9
00022	demo_video_01	1sellar	6tumour_excision	[ "retractable_knife", "suction" ]	2	0.855135	0.9
00019	demo_video_01	1sellar	5durotomy	[ "dural_scissors", "cup_forceps" ]	2	0.809337	0.9
00005	demo_video_02	0nasal_sphenoid	1anterior_sphenoidotomy	[ "cup_forceps" ]	1	0.876992	0.9
00004	demo_video_03	0nasal_sphenoid	0nasal_corridor_creation	[ "surgical_drill" ]	1	0.875777	0.9
00017	demo_video_02	1sellar	5durotomy	[]	0	0.93215	0.9
00012	demo_video_01	1sellar	4sellotomy	[ "dural_scissors", "suction" ]	2	0.850024	0.9
00023	demo_video_02	1sellar	6tumour_excision	[ "cup_forceps" ]	1	0.938293	0.9
00014	demo_video_01	1sellar	4sellotomy	[ "ring_curette", "dural_scissors" ]	2	0.808987	0.9
00013	demo_video_01	1sellar	4sellotomy	[ "dural_scissors", "surgical_drill" ]	2	0.821946	0.9
00006	demo_video_03	0nasal_sphenoid	1anterior_sphenoidotomy	[]	0	0.818303	0.9
00006	demo_video_02	0nasal_sphenoid	1anterior_sphenoidotomy	[ "pituitary_rongeurs" ]	1	0.845817	0.9
00005	demo_video_03	0nasal_sphenoid	1anterior_sphenoidotomy	[ "pituitary_rongeurs" ]	1	0.948624	0.9
00017	demo_video_03	1sellar	5durotomy	[ "cup_forceps" ]	1	0.868713	0.9
00008	demo_video_01	0nasal_sphenoid	2septum_displacement	[ "bipolar_forceps" ]	1	0.914808	0.9

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